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295        
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297            Product
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299        
300
301        <h1 class="hero-title">
302          Comparing Tools That Attribute Cloud Billing to Code and Microservices
303        </h1>
304
305        <p class="hero-description">
306          Cloud cost attribution has improved substantially. Cloud providers can tell you which account, service, or resource generated a charge. FinOps platforms organize that spend by...
307        </p>
308
309        <div class="hero-meta">
310          
311            <img src="https://frugal.co/hubfs/Ishan%20-%20Headshot%20(1).png" alt="Ishan Kamat" class="author-image">
312          
313
314          <span>By Ishan Kamat</span>
315          <span>•</span>
316          <span>
317            September 30, 2026
318          </span>
319        </div>
320
321        <!-- Learn More -->
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324              <div class="nav-button-text line-height-100">Read article</div>
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339        <img src="https://frugal.co/hubfs/Blog%20Banner%202%20%285%29.png" alt="Comparing Tools That Attribute Cloud Billing to Code and Microservices" class="hero-image">
340        <span class="hero-badge">Featured article</span>
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1305          <div class="sh1 blog-main">Cutting Cloud Costs When Nothing Is Broken</div>
1306
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1309            What do you do when the only thing that is really wrong is the number on the cloud bill? I've been there! Somebody somewhere expected production to...
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1319                <div class="nav-button-text text-opacity-70">
1320                  September 25, 2026
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1377          <div class="sh1 blog-main">Frugal Adds AWS Lambda</div>
1378
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1380          <div class="reg-text line-height-150 text-opacity-70">
1381            I love the convenience, simplicity and auto-scaling behavior of AWS Lambda. Its liberating to focus on what your function does and not at all on the...
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1390                <div class="nav-button-text font-weight-700">Craig Conboy</div>
1391                <div class="nav-button-text text-opacity-70">
1392                  September 1, 2026
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1449          <div class="sh1 blog-main">Frugal Adds Call Sites</div>
1450
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1453            Frugal recently added Call Sites and we are hearing from developers that its a view that is really helping them understand how their code is spending...
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1462                <div class="nav-button-text font-weight-700">Craig Conboy</div>
1463                <div class="nav-button-text text-opacity-70">
1464                  August 14, 2026
1465                </div>
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1541            Across four scenarios, Claude Code produced ~40% better results at ~33% lower cost with Frugal than with general-purpose MCP servers, roughly twice...
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1552                  July 23, 2026
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1621            Maybe you've heard that "coding is solved". Its true, I can now generate, on a whim, whatever code my heart may desire. Does it change the game for...
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1632                  May 20, 2026
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1713          <div class="sh1 blog-main">6 Types of Tools That Identify and Profile Expensive AI API Calls in Your Application Code</div>
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1717            Most dev teams aren't sure which code is driving their AI API spend. That's not a criticism, it's just the reality of how token-based billing works....
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1728                  May 19, 2026
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1785          <div class="sh1 blog-main">Why GenAI Breaks Classic SaaS Playbooks</div>
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1789            Everyone's debating whether AI will kill SaaS. They're asking the wrong question. There is a popular narrative out right now that generative AI will...
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1798                <div class="nav-button-text font-weight-700">Mike Weider</div>
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1800                  February 5, 2026
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1865          <div class="sh1 blog-main">Frugal Raises US $5M Seed to Bring Cost Engineering to Cloud and AI Applications</div>
1866
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1868          <div class="reg-text line-height-150 text-opacity-70">
1869            The world’s first Application Cost Engineering platform curbs inflating costs associated with AI and cloud services at the source code - without...
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1876            
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1878                <div class="nav-button-text font-weight-700">Mike Weider</div>
1879                <div class="nav-button-text text-opacity-70">
1880                  November 12, 2025
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1913          <img src="https://frugal.co/hs-fs/hubfs/Turn%20inefficient%20code%20into%20cloud%20savings.png?width=500&amp;height=281&amp;name=Turn%20inefficient%20code%20into%20cloud%20savings.png" alt="Introducing Frugal: The Frugal Origin Story" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/Turn%20inefficient%20code%20into%20cloud%20savings.png?width=250&amp;height=141&amp;name=Turn%20inefficient%20code%20into%20cloud%20savings.png 250w, https://frugal.co/hs-fs/hubfs/Turn%20inefficient%20code%20into%20cloud%20savings.png?width=500&amp;height=281&amp;name=Turn%20inefficient%20code%20into%20cloud%20savings.png 500w, https://frugal.co/hs-fs/hubfs/Turn%20inefficient%20code%20into%20cloud%20savings.png?width=750&amp;height=422&amp;name=Turn%20inefficient%20code%20into%20cloud%20savings.png 750w, https://frugal.co/hs-fs/hubfs/Turn%20inefficient%20code%20into%20cloud%20savings.png?width=1000&amp;height=562&amp;name=Turn%20inefficient%20code%20into%20cloud%20savings.png 1000w, https://frugal.co/hs-fs/hubfs/Turn%20inefficient%20code%20into%20cloud%20savings.png?width=1250&amp;height=703&amp;name=Turn%20inefficient%20code%20into%20cloud%20savings.png 1250w, https://frugal.co/hs-fs/hubfs/Turn%20inefficient%20code%20into%20cloud%20savings.png?width=1500&amp;height=843&amp;name=Turn%20inefficient%20code%20into%20cloud%20savings.png 1500w" sizes="(max-width: 500px) 100v
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1939            
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1942          
1943
1944          <!-- Title -->
1945          <div class="sh1 blog-main">Introducing Frugal: The Frugal Origin Story</div>
1946
1947          <!-- Description -->
1948          <div class="reg-text line-height-150 text-opacity-70">
1949            Frugal Origin Story The Frugal story started a few months back when I was chatting with a startup founder who was venting about how much they were...
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1956            
1957            <div class="section-content-main-row2-wrapper">
1958                <div class="nav-button-text font-weight-700">Mike Weider</div>
1959                <div class="nav-button-text text-opacity-70">
1960                  October 21, 2025
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1995          <img src="https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%285%29.png?width=500&amp;height=281&amp;name=Blog%20Banner%202%20%285%29.png" alt="Comparing Tools That Attribute Cloud Billing to Code and Microservices" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%285%29.png?width=250&amp;height=141&amp;name=Blog%20Banner%202%20%285%29.png 250w, https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%285%29.png?width=500&amp;height=281&amp;name=Blog%20Banner%202%20%285%29.png 500w, https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%285%29.png?width=750&amp;height=422&amp;name=Blog%20Banner%202%20%285%29.png 750w, https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%285%29.png?width=1000&amp;height=562&amp;name=Blog%20Banner%202%20%285%29.png 1000w, https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%285%29.png?width=1250&amp;height=703&amp;name=Blog%20Banner%202%20%285%29.png 1250w, https://frugal.co/hs-fs/hubfs/Blog%20B
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1996        </div>
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1999          <!-- Tags -->
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2027            
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2029          </div>
2030          
2031
2032          <!-- Title -->
2033          <div class="sh1 blog-main">Comparing Tools That Attribute Cloud Billing to Code and Microservices</div>
2034
2035          <!-- Description -->
2036          <div class="reg-text line-height-150 text-opacity-70">
2037            Cloud cost attribution has improved substantially. Cloud providers can tell you which account, service, or resource generated a charge. FinOps...
2038          </div>
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2042            
2043              <img src="https://frugal.co/hubfs/Ishan%20-%20Headshot%20(1).png" alt="Ishan Kamat" class="author-image" loading="lazy">
2044            
2045            <div class="section-content-main-row2-wrapper">
2046                <div class="nav-button-text font-weight-700">Ishan Kamat</div>
2047                <div class="nav-button-text text-opacity-70">
2048                  September 30, 2026
2049                </div>
2050            </div>
2051          </div>
2052
2053          <!-- Learn More -->
2054          <a href="https://frugal.co/blog/comparing-tools-that-attribute-cloud-billing-to-code-and-microservices">
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2068
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2072            <div fs-cmsfilter-field="tag">Cost Engineering</div>
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2076            <div fs-cmsfilter-field="tag">Engineering</div>
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2085          <img src="https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%283%29.png?width=500&amp;height=281&amp;name=Blog%20Banner%202%20%283%29.png" alt="Best FinOps Tools That Automatically Cut Cloud Spend" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%283%29.png?width=250&amp;height=141&amp;name=Blog%20Banner%202%20%283%29.png 250w, https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%283%29.png?width=500&amp;height=281&amp;
2085name=Blog%20Banner%202%20%283%29.png 500w, https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%283%29.png?width=750&amp;height=422&amp;name=Blog%20Banner%202%20%283%29.png 750w, https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%283%29.png?width=1000&amp;height=562&amp;name=Blog%20Banner%202%20%283%29.png 1000w, https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%283%29.png?width=1250&amp;height=703&amp;name=Blog%20Banner%202%20%283%29.png 1250w, https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%283%29.png?width=1500&amp;height=843&amp;name=Blog%20Banner%202%20%283%29.png 1500w" sizes="(max-width: 500px) 100vw, 500px">
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2096                  <div class="tag white">Cost Engineering</div>
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2099            
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2101                <div class="tag-wrapper white">
2102                  <div class="tag white">Cost KPIs</div>
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2123            
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2126          
2127
2128          <!-- Title -->
2129          <div class="sh1 blog-main">Best FinOps Tools That Automatically Cut Cloud Spend</div>
2130
2131          <!-- Description -->
2132          <div class="reg-text line-height-150 text-opacity-70">
2133            Cloud costs are still climbing, and for engineering teams the real problem goes beyond visibility: it’s the lag between seeing waste in a dashboard...
2134          </div>
2135
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2138            
2139              <img src="https://frugal.co/hubfs/Ishan%20-%20Headshot%20(1).png" alt="Ishan Kamat" class="author-image" loading="lazy">
2140            
2141            <div class="section-content-main-row2-wrapper">
2142                <div class="nav-button-text font-weight-700">Ishan Kamat</div>
2143                <div class="nav-button-text text-opacity-70">
2144                  September 23, 2026
2145                </div>
2146            </div>
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2168            <div fs-cmsfilter-field="tag">Cost Engineering</div>
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2170            <div fs-cmsfilter-field="tag">Cost KPIs</div>
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2174            <div fs-cmsfilter-field="tag">AI</div>
2175          
2176            <div fs-cmsfilter-field="tag">FinOps</div>
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2179
2180        <div class="section-content-main-row2-main-row1 blog-main">
2181          <img src="https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%282%29.png?width=500&amp;height=281&amp;name=Blog%20Banner%202%20%282%29.png" alt="Attribute Cloud Costs to Microservices and Source Code" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%282%29.png?width=250&amp;height=141&amp;name=Blog%20Banner%202%20%282%29.png 250w, https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%282%29.png?width=500&amp;height=281&amp;name=Blog%20Banner%202%20%282%29.png 500w, https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%282%29.png?width=750&amp;height=422&amp;name=Blog%20Banner%202%20%282%29.png 750w, https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%282%29.png?width=1000&amp;height=562&amp;name=Blog%20Banner%202%20%282%29.png 1000w, https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%282%29.png?width=1250&amp;height=703&amp;name=Blog%20Banner%202%20%282%29.png 1250w, https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%282%29.png?width=1500&amp;height=843&amp;name=Blog%20Banner%202%20%282%29.png 1500w" sizes="(max-width: 500px) 100v
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2192                  <div class="tag white">Cost Engineering</div>
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2198                  <div class="tag white">Cost KPIs</div>
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2222          
2223
2224          <!-- Title -->
2225          <div class="sh1 blog-main">Attribute Cloud Costs to Microservices and Source Code</div>
2226
2227          <!-- Description -->
2228          <div class="reg-text line-height-150 text-opacity-70">
2229            Cloud bills usually answer the least useful question first: what you spent. Engineering teams need the next answer immediately: which microservice,...
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2234            
2235              <img src="https://frugal.co/hubfs/Ishan%20-%20Headshot%20(1).png" alt="Ishan Kamat" class="author-image" loading="lazy">
2236            
2237            <div class="section-content-main-row2-wrapper">
2238                <div class="nav-button-text font-weight-700">Ishan Kamat</div>
2239                <div class="nav-button-text text-opacity-70">
2240                  September 17, 2026
2241                </div>
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2264            <div fs-cmsfilter-field="tag">Cost Engineering</div>
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2268            <div fs-cmsfilter-field="tag">FinOps</div>
2269          
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2272        <div class="section-content-main-row2-main-row1 blog-main">
2273          <img src="https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%281%29.png?width=500&amp;height=281&amp;name=Blog%20Banner%202%20%281%29.png" alt="Find AWS Waste in Code and Cut Costs Faster With Frugal" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%281%29.png?width=250&amp;height=141&amp;name=Blog%20Banner%202%20%281%29.png 250w, https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%281%29.png?width=500&amp;height=281&amp;
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2290                  <div class="tag white">AI</div>
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2302          
2303
2304          <!-- Title -->
2305          <div class="sh1 blog-main">Find AWS Waste in Code and Cut Costs Faster With Frugal</div>
2306
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2308          <div class="reg-text line-height-150 text-opacity-70">
2309            AWS cost reduction usually stalls for one reason: tools like AWS Cost Explorer show where money went, but can’t explain why. Which line of code...
2310          </div>
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2313          <div class="section-content-main-row2-main-row2-row4">
2314            
2315              <img src="https://frugal.co/hubfs/Ishan%20-%20Headshot%20(1).png" alt="Ishan Kamat" class="author-image" loading="lazy">
2316            
2317            <div class="section-content-main-row2-wrapper">
2318                <div class="nav-button-text font-weight-700">Ishan Kamat</div>
2319                <div class="nav-button-text text-opacity-70">
2320                  September 9, 2026
2321                </div>
2322            </div>
2323          </div>
2324
2325          <!-- Learn More -->
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2349          <img src="https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-30-2026-05-59-27-9449-PM.jpg?width=500&amp;height=281&amp;name=featured-Jul-30-2026-05-59-27-9449-PM.jpg" alt="Frugal Adds Code Review for Cost" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-30-2026-05-59-27-9449-PM.jpg?width=250&amp;height=141&amp;name=featured-Jul-30-2026-05-59-27-9449-PM.jpg 250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-30-2026-05-59-27-9449-PM.jpg?width=500&amp;height=281&amp;name=featured-Jul-30-2026-05-59-27-9449-PM.jpg 500w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-30-2026-05-59-27-9449-PM.jpg?width=750&amp;height=422&amp;name=featured-Jul-30-2026-05-59-27-9449-PM.jpg 750w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-30-2026-05-59-27-9449-PM.jpg?width=1000&amp;height=562&amp;name=featured-Jul-30-2026-05-59-27-9449-PM.jpg 1000w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-30-2026-05-59-27-9449-PM.jpg?width=1250&amp;height=703&amp;name=featured-Jul-30-2026-05-59-27-9449-PM.jpg 1250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-30-2026-05-59-27-9449-PM.jpg?width=1500&amp;height=843&amp;name=featured-Jul-30-2026-05-59-27-9449-PM.jpg 1500w" sizes="(max-width: 500px) 100v
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2352        <div class="section-content-main-row2-main-row2 blog-main">
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2363            
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2366          
2367
2368          <!-- Title -->
2369          <div class="sh1 blog-main">Frugal Adds Code Review for Cost</div>
2370
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2372          <div class="reg-text line-height-150 text-opacity-70">
2373            Frugal recently shipped awesome new capabilities that are helping Frugal users catch cost regressions before they ship, and I wanted to say a bit...
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2379              <img src="https://frugal.co/hubfs/Craig%20Conboy%20Headshot.png" alt="Craig Conboy" class="author-image" loading="lazy">
2380            
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2382                <div class="nav-button-text font-weight-700">Craig Conboy</div>
2383                <div class="nav-button-text text-opacity-70">
2384                  July 30, 2026
2385                </div>
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2388
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2390          <a href="https://frugal.co/blog/frugal-adds-code-review-for-cost">
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2414        <div class="section-content-main-row2-main-row1 blog-main">
2415          <img src="https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-37-9489-PM.jpg?width=500&amp;height=281&amp;name=featured-Jul-23-2026-12-48-37-9489-PM.jpg" alt="The Frugal Approach to GCP Cloud Monitoring Metrics Costs" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-37-9489-PM.jpg?width=250&amp;height=141&amp;name=featured-Jul-23-2026-12-48-37-9489-PM.jpg 250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-37-9489-PM.jpg?width=500&amp;height=281&amp;name=featured-Jul-23-2026-12-48-37-9489-PM.jpg 500w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-37-9489-PM.jpg?width=750&amp;height=422&amp;name=featured-Jul-23-2026-12-48-37-9489-PM.jpg 750w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-37-9489-PM.jpg?width=1000&amp;height=562&amp;name=featured-Jul-23-2026-12-48-37-9489-PM.jpg 1000w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-37-9489-PM.jpg?width=1250&amp;height=703&amp;name=featured-Jul-23-2026-12-48-37-9489-PM.jpg 1250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-37-9489-PM.jpg?width=1500&amp;height=843&amp;name=featured-Jul-23-2026-12-48-37-9489-PM.jpg 1500w" sizes="(max-width: 500px) 100v
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2426                  <div class="tag white">Cost Engineering</div>
2427                </div>
2428              </div>
2429            
2430              <div role="listitem" class="collection-item-3 w-dyn-item">
2431                <div class="tag-wrapper white">
2432                  <div class="tag white">GCP</div>
2433                </div>
2434              </div>
2435            
2436            </div>
2437          </div>
2438          
2439
2440          <!-- Title -->
2441          <div class="sh1 blog-main">The Frugal Approach to GCP Cloud Monitoring Metrics Costs</div>
2442
2443          <!-- Description -->
2444          <div class="reg-text line-height-150 text-opacity-70">
2445            With usage-billed observability services like Cloud Monitoring, cost optimization starts with your code. It's not just that applications emit the...
2446          </div>
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2451              <img src="https://frugal.co/hubfs/Craig%20Conboy%20Headshot.png" alt="Craig Conboy" class="author-image" loading="lazy">
2452            
2453            <div class="section-content-main-row2-wrapper">
2454                <div class="nav-button-text font-weight-700">Craig Conboy</div>
2455                <div class="nav-button-text text-opacity-70">
2456                  July 23, 2026
2457                </div>
2458            </div>
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2460
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2462          <a href="https://frugal.co/blog/the-frugal-approach-to-gcp-cloud-monitoring-metrics-costs">
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2480            <div fs-cmsfilter-field="tag">Cost Engineering</div>
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2482            <div fs-cmsfilter-field="tag">AWS</div>
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2486        <div class="section-content-main-row2-main-row1 blog-main">
2487          <img src="https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-36-4594-PM.jpg?width=500&amp;height=281&amp;name=featured-Jul-23-2026-12-48-36-4594-PM.jpg" alt="The Frugal Approach to AWS CloudWatch Metrics Costs" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-36-4594-PM.jpg?width=250&amp;height=141&amp;name=featured-Jul-23-2026-12-48-36-4594-PM.jpg 250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-36-4594-PM.jpg?width=500&amp;height=281&amp;name=featured-Jul-23-2026-12-48-36-4594-PM.jpg 500w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-36-4594-PM.jpg?width=750&amp;height=422&amp;name=featured-Jul-23-2026-12-48-36-4594-PM.jpg 750w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-36-4594-PM.jpg?width=1000&amp;height=562&amp;name=featured-Jul-23-2026-12-48-36-4594-PM.jpg 1000w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-36-4594-PM.jpg?width=1250&amp;height=703&amp;name=featured-Jul-23-2026-12-48-36-4594-PM.jpg 1250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-36-4594-PM.jpg?width=1500&amp;height=843&amp;name=featured-Jul-23-2026-12-48-36-4594-PM.jpg 1500w" sizes="(max-width: 500px) 100v
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2497                <div class="tag-wrapper white">
2498                  <div class="tag white">Cost Engineering</div>
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2500              </div>
2501            
2502              <div role="listitem" class="collection-item-3 w-dyn-item">
2503                <div class="tag-wrapper white">
2504                  <div class="tag white">AWS</div>
2505                </div>
2506              </div>
2507            
2508            </div>
2509          </div>
2510          
2511
2512          <!-- Title -->
2513          <div class="sh1 blog-main">The Frugal Approach to AWS CloudWatch Metrics Costs</div>
2514
2515          <!-- Description -->
2516          <div class="reg-text line-height-150 text-opacity-70">
2517            With usage-billed observability services like CloudWatch, cost optimization starts with your code. It's not just that applications publish the...
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2523              <img src="https://frugal.co/hubfs/Craig%20Conboy%20Headshot.png" alt="Craig Conboy" class="author-image" loading="lazy">
2524            
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2526                <div class="nav-button-text font-weight-700">Craig Conboy</div>
2527                <div class="nav-button-text text-opacity-70">
2528                  July 23, 2026
2529                </div>
2530            </div>
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2532
2533          <!-- Learn More -->
2534          <a href="https://frugal.co/blog/the-frugal-approach-to-aws-cloudwatch-metrics-costs">
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2559          <img src="https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-35-0302-PM.jpg?width=500&amp;height=281&amp;name=featured-Jul-23-2026-12-48-35-0302-PM.jpg" alt="The Frugal Approach to Datadog Metrics Costs" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-35-0302-PM.jpg?width=250&amp;height=141&amp;name=featured-Jul-23-2026-12-48-35-0302-PM.jpg 250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-35-0302-PM.jpg?width=500&amp;height=281&amp;name=featured-Jul-23-2026-12-48-35-0302-PM.jpg 500w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-35-0302-PM.jpg?width=750&amp;height=422&amp;name=featured-Jul-23-2026-12-48-35-0302-PM.jpg 750w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-35-0302-PM.jpg?width=1000&amp;height=562&amp;name=featured-Jul-23-2026-12-48-35-0302-PM.jpg 1000w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-35-0302-PM.jpg?width=1250&amp;height=703&amp;name=featured-Jul-23-2026-12-48-35-0302-PM.jpg 1250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jul-23-2026-12-48-35-0302-PM.jpg?width=1500&amp;height=843&amp;name=featured-Jul-23-2026-12-48-35-0302-PM.jpg 1500w" sizes="(max-width: 500px) 100v
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2570                  <div class="tag white">Cost Engineering</div>
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2573            
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2575                <div class="tag-wrapper white">
2576                  <div class="tag white">Datadog</div>
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2579            
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2582          
2583
2584          <!-- Title -->
2585          <div class="sh1 blog-main">The Frugal Approach to Datadog Metrics Costs</div>
2586
2587          <!-- Description -->
2588          <div class="reg-text line-height-150 text-opacity-70">
2589            With usage-billed observability services like Datadog, cost optimization starts with your code. It's not just that applications emit the metrics;...
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2595              <img src="https://frugal.co/hubfs/Craig%20Conboy%20Headshot.png" alt="Craig Conboy" class="author-image" loading="lazy">
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2598                <div class="nav-button-text font-weight-700">Craig Conboy</div>
2599                <div class="nav-button-text text-opacity-70">
2600                  July 23, 2026
2601                </div>
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2657          <div class="sh1 blog-main">The Frugal Approach to GCP Firestore Costs</div>
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2661            With usage-billed database services like Firestore, cost optimization starts with your code. It's not just that applications read and write...
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2729          <div class="sh1 blog-main">The Frugal Approach to GCP AlloyDB Costs</div>
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2733            With usage-billed database services like AlloyDB, cost optimization starts with your code. It's not just that applications query the database;...
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2801          <div class="sh1 blog-main">The Frugal Approach to GCP Cloud SQL Costs</div>
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2805            With usage-billed database services like Cloud SQL, cost optimization starts with your code. It's not just that applications query the database;...
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2816                  July 23, 2026
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2873          <div class="sh1 blog-main">The Frugal Approach to AWS DynamoDB Costs</div>
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2877            With usage-billed database services like DynamoDB, cost optimization starts with your code. It's not just that applications read and write items;...
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2888                  July 23, 2026
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2945          <div class="sh1 blog-main">The Frugal Approach to AWS RDS Costs</div>
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2949            With usage-billed database services like AWS RDS, cost optimization starts with your code. It's not just that applications query the database;...
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2959                <div class="nav-button-text text-opacity-70">
2960                  July 23, 2026
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3017          <div class="sh1 blog-main">The Frugal Approach to Google Cloud Functions Costs</div>
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3021            With usage-billed compute services like Google Cloud Functions, cost optimization starts with your code. It's not just that applications run on the...
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3089          <div class="sh1 blog-main">The Frugal Approach to AWS Lambda Costs</div>
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3093            With usage-billed compute services like AWS Lambda, cost optimization starts with your code. It's not just that applications run on the functions;...
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3161          <div class="sh1 blog-main">The Frugal Approach to GCS Storage Costs</div>
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3165            With usage-billed storage services like Google Cloud Storage, cost optimization starts with your code. It's not just that applications store the...
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3233          <div class="sh1 blog-main">The Frugal Approach to AWS S3 Storage Costs</div>
3234
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3237            With usage-billed storage services like S3, cost optimization starts with your code. It's not just that applications store the data; applications...
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3248                  July 23, 2026
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3305          <div class="sh1 blog-main">The Frugal Approach to GCP Cloud Logging Costs</div>
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3308          <div class="reg-text line-height-150 text-opacity-70">
3309            With usage-billed logging services like Google Cloud Logging, cost optimization starts with your code. It's not just that applications generate the...
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3377          <div class="sh1 blog-main">The Frugal Approach to AWS CloudWatch Logs Costs</div>
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3381            With usage-billed logging services like CloudWatch, cost optimization starts with your code. It's not just that applications generate the logs;...
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3453            With usage-billed logging services like Datadog, cost optimization starts with your code. It's not just that applications generate the logs;...
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3521          <div class="sh1 blog-main">The Frugal Approach to Anthropic Claude API Costs</div>
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3525            With usage-billed AI services like Anthropic Claude, cost optimization starts with your code. It's not just that applications generate the API calls;...
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3597            With usage-billed AI services like OpenAI, cost optimization starts with your code. It's not just that applications generate the API calls;...
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3673          <div class="sh1 blog-main">Best Cloud Cost Tools for Code-Level Attribution</div>
3674
3675          <!-- Description -->
3676          <div class="reg-text line-height-150 text-opacity-70">
3677            Most organizations have a solid handle on where their cloud spend goes at the infrastructure level. They know which services are expensive, which...
3678          </div>
3679
3680          <!-- Author & Date -->
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3682            
3683              <img src="https://frugal.co/hubfs/Ishan%20-%20Headshot%20(1).png" alt="Ishan Kamat" class="author-image" loading="lazy">
3684            
3685            <div class="section-content-main-row2-wrapper">
3686                <div class="nav-button-text font-weight-700">Ishan Kamat</div>
3687                <div class="nav-button-text text-opacity-70">
3688                  May 27, 2026
3689                </div>
3690            </div>
3691          </div>
3692
3693          <!-- Learn More -->
3694          <a href="https://frugal.co/blog/best-cloud-cost-tools-for-code-level-attribution">
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3712            <div fs-cmsfilter-field="tag">Anthropic</div>
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3720        <div class="section-content-main-row2-main-row1 blog-main">
3721          <img src="https://frugal.co/hs-fs/hubfs/blog-images/featured-Apr-10-2026-03-08-41-0420-PM.jpg?width=500&amp;height=281&amp;name=featured-Apr-10-2026-03-08-41-0420-PM.jpg" alt="Frugal Meets the Claude Advisor" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/blog-images/featured-Apr-10-2026-03-08-41-0420-PM.jpg?width=250&amp;height=141&amp;name=featured-Apr-10-2026-03-08-41-0420-PM.jpg 250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Apr-10-2026-03-08-41-0420-PM.jpg?width=500&amp;height=281&amp;name=featured-Apr-10-2026-03-08-41-0420-PM.jpg 500w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Apr-10-2026-03-08-41-0420-PM.jpg?width=750&amp;height=422&amp;name=featured-Apr-10-2026-03-08-41-0420-PM.jpg 750w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Apr-10-2026-03-08-41-0420-PM.jpg?width=1000&amp;height=562&amp;name=featured-Apr-10-2026-03-08-41-0420-PM.jpg 1000w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Apr-10-2026-03-08-41-0420-PM.jpg?width=1250&amp;height=703&amp;name=featured-Apr-10-2026-03-08-41-0420-PM.jpg 1250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Apr-10-2026-03-08-41-0420-PM.jpg?width=1500&amp;height=843&amp;name=featured-Apr-10-2026-03-08-41-0420-PM.jpg 1500w" sizes="(max-width: 500px) 100v
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3733                </div>
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3735            
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3738                  <div class="tag white">AI</div>
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3741            
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3744                  <div class="tag white">FinOps</div>
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3746              </div>
3747            
3748            </div>
3749          </div>
3750          
3751
3752          <!-- Title -->
3753          <div class="sh1 blog-main">Frugal Meets the Claude Advisor</div>
3754
3755          <!-- Description -->
3756          <div class="reg-text line-height-150 text-opacity-70">
3757            Anthropic's new advisor tool cuts the cost of agentic Claude workloads, and we are all about that, so Frugal now supports it out of the box. Here's...
3758          </div>
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3761          <div class="section-content-main-row2-main-row2-row4">
3762            
3763              <img src="https://frugal.co/hubfs/Craig%20Conboy%20Headshot.png" alt="Craig Conboy" class="author-image" loading="lazy">
3764            
3765            <div class="section-content-main-row2-wrapper">
3766                <div class="nav-button-text font-weight-700">Craig Conboy</div>
3767                <div class="nav-button-text text-opacity-70">
3768                  April 10, 2026
3769                </div>
3770            </div>
3771          </div>
3772
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3774          <a href="https://frugal.co/blog/frugal-meets-the-claude-advisor">
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3792            <div fs-cmsfilter-field="tag">AI</div>
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3798        <div class="section-content-main-row2-main-row1 blog-main">
3799          <img src="https://frugal.co/hs-fs/hubfs/blog-images/featured-Mar-23-2026-11-22-21-6259-PM.jpg?width=500&amp;height=281&amp;name=featured-Mar-23-2026-11-22-21-6259-PM.jpg" alt="When Inference Capacity Gets Tight, Efficiency Becomes Advantage" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/blog-images/featured-Mar-23-2026-11-22-21-6259-PM.jpg?width=250&amp;height=141&amp;name=featured-Mar-23-2026-11-22-21-6259-PM.jpg 250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Mar-23-2026-11-22-21-6259-PM.jpg?width=500&amp;height=281&amp;name=featured-Mar-23-2026-11-22-21-6259-PM.jpg 500w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Mar-23-2026-11-22-21-6259-PM.jpg?width=750&amp;height=422&amp;name=featured-Mar-23-2026-11-22-21-6259-PM.jpg 750w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Mar-23-2026-11-22-21-6259-PM.jpg?width=1000&amp;height=562&amp;name=featured-Mar-23-2026-11-22-21-6259-PM.jpg 1000w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Mar-23-2026-11-22-21-6259-PM.jpg?width=1250&amp;height=703&amp;name=featured-Mar-23-2026-11-22-21-6259-PM.jpg 1250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Mar-23-2026-11-22-21-6259-PM.jpg?width=1500&amp;height=843&amp;name=featured-Mar-23-2026-11-22-21-6259-PM.jpg 1500w" sizes="(max-width: 500px) 100v
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3809                <div class="tag-wrapper white">
3810                  <div class="tag white">AI</div>
3811                </div>
3812              </div>
3813            
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3818              </div>
3819            
3820            </div>
3821          </div>
3822          
3823
3824          <!-- Title -->
3825          <div class="sh1 blog-main">When Inference Capacity Gets Tight, Efficiency Becomes Advantage</div>
3826
3827          <!-- Description -->
3828          <div class="reg-text line-height-150 text-opacity-70">
3829            Years ago I worked on a system where database utilization was a known problem. We wanted to do efficiency work on it, but over and over again we...
3830          </div>
3831
3832          <!-- Author & Date -->
3833          <div class="section-content-main-row2-main-row2-row4">
3834            
3835              <img src="https://frugal.co/hubfs/Craig%20Conboy%20Headshot.png" alt="Craig Conboy" class="author-image" loading="lazy">
3836            
3837            <div class="section-content-main-row2-wrapper">
3838                <div class="nav-button-text font-weight-700">Craig Conboy</div>
3839                <div class="nav-button-text text-opacity-70">
3840                  March 23, 2026
3841                </div>
3842            </div>
3843          </div>
3844
3845          <!-- Learn More -->
3846          <a href="https://frugal.co/blog/when-inference-capacity-gets-tight-efficiency-becomes-advantage">
3847            <div class="banner-text-button bg-black">
3848              <div class="nav-button-text line-height-100">Learn More</div>
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3860
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3864            <div fs-cmsfilter-field="tag">Engineering</div>
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3868        <div class="section-content-main-row2-main-row1 blog-main">
3869          <img src="https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-26-2026-09-57-58-7920-PM.jpg?width=500&amp;height=281&amp;name=featured-Jan-26-2026-09-57-58-7920-PM.jpg" alt="What Is Application Cost Engineering?" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-26-2026-09-57-58-7920-PM.jpg?width=250&amp;height=141&amp;name=featured-Jan-26-2026-09-57-58-7920-PM.jpg 250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-26-2026-09-57-58-7920-PM.jpg?width=500&amp;height=281&amp;name=featured-Jan-26-2026-09-57-58-7920-PM.jpg 500w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-26-2026-09-57-58-7920-PM.jpg?width=750&amp;height=422&amp;name=featured-Jan-26-2026-09-57-58-7920-PM.jpg 750w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-26-2026-09-57-58-7920-PM.jpg?width=1000&amp;height=562&amp;name=featured-Jan-26-2026-09-57-58-7920-PM.jpg 1000w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-26-2026-09-57-58-7920-PM.jpg?width=1250&amp;height=703&amp;name=featured-Jan-26-2026-09-57-58-7920-PM.jpg 1250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-26-2026-09-57-58-7920-PM.jpg?width=1500&amp;height=843&amp;name=featured-Jan-26-2026-09-57-58-7920-PM.jpg 1500w" sizes="(max-width: 500px) 100v
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3870        </div>
3871
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3873          <!-- Tags -->
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3882              </div>
3883            
3884            </div>
3885          </div>
3886          
3887
3888          <!-- Title -->
3889          <div class="sh1 blog-main">What Is Application Cost Engineering?</div>
3890
3891          <!-- Description -->
3892          <div class="reg-text line-height-150 text-opacity-70">
3893            Application Cost Engineering is the practice of designing, implementing, and operating software systems with cost as an explicit, measurable...
3894          </div>
3895
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3897          <div class="section-content-main-row2-main-row2-row4">
3898            
3899              <img src="https://frugal.co/hubfs/Craig%20Conboy%20Headshot.png" alt="Craig Conboy" class="author-image" loading="lazy">
3900            
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3902                <div class="nav-button-text font-weight-700">Craig Conboy</div>
3903                <div class="nav-button-text text-opacity-70">
3904                  January 27, 2026
3905                </div>
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3933          <img src="https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-26-2026-10-18-58-2236-PM.jpg?width=500&amp;height=281&amp;name=featured-Jan-26-2026-10-18-58-2236-PM.jpg" alt="Scaffolding for AI, the Frugal Way" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-26-2026-10-18-58-2236-PM.jpg?width=250&amp;height=141&amp;name=featured-Jan-26-2026-10-18-58-2236-PM.jpg 250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-26-2026-10-18-58-2236-PM.jpg?width=500&amp;height=281&amp;name=featured-Jan-26-2026-10-18-58-2236-PM.jpg 500w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-26-2026-10-18-58-2236-PM.jpg?width=750&amp;height=422&amp;name=featured-Jan-26-2026-10-18-58-2236-PM.jpg 750w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-26-2026-10-18-58-2236-PM.jpg?width=1000&amp;height=562&amp;name=featured-Jan-26-2026-10-18-58-2236-PM.jpg 1000w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-26-2026-10-18-58-2236-PM.jpg?width=1250&amp;height=703&amp;name=featured-Jan-26-2026-10-18-58-2236-PM.jpg 1250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-26-2026-10-18-58-2236-PM.jpg?width=1500&amp;height=843&amp;name=featured-Jan-26-2026-10-18-58-2236-PM.jpg 1500w" sizes="(max-width: 500px) 100v
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3950          
3951
3952          <!-- Title -->
3953          <div class="sh1 blog-main">Scaffolding for AI, the Frugal Way</div>
3954
3955          <!-- Description -->
3956          <div class="reg-text line-height-150 text-opacity-70">
3957            AI agents can analyze code, understand natural language queries, and generate recommendations. But making them reliable enough for production use...
3958          </div>
3959
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3963              <img src="https://frugal.co/hubfs/Craig%20Conboy%20Headshot.png" alt="Craig Conboy" class="author-image" loading="lazy">
3964            
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3966                <div class="nav-button-text font-weight-700">Craig Conboy</div>
3967                <div class="nav-button-text text-opacity-70">
3968                  January 26, 2026
3969                </div>
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3997          <img src="https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-19-2026-05-49-50-6473-PM.jpg?width=500&amp;height=281&amp;name=featured-Jan-19-2026-05-49-50-6473-PM.jpg" alt="Why Cloud Cost Optimization Isn't Enough" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-19-2026-05-49-50-6473-PM.jpg?width=250&amp;height=141&amp;name=featured-Jan-19-2026-05-49-50-6473-PM.jpg 250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-19-2026-05-49-50-6473-PM.jpg?width=500&amp;height=281&amp;name=featured-Jan-19-2026-05-49-50-6473-PM.jpg 500w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-19-2026-05-49-50-6473-PM.jpg?width=750&amp;height=422&amp;name=featured-Jan-19-2026-05-49-50-6473-PM.jpg 750w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-19-2026-05-49-50-6473-PM.jpg?width=1000&amp;height=562&amp;name=featured-Jan-19-2026-05-49-50-6473-PM.jpg 1000w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-19-2026-05-49-50-6473-PM.jpg?width=1250&amp;height=703&amp;name=featured-Jan-19-2026-05-49-50-6473-PM.jpg 1250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Jan-19-2026-05-49-50-6473-PM.jpg?width=1500&amp;height=843&amp;name=featured-Jan-19-2026-05-49-50-6473-PM.jpg 1500w" sizes="(max-width: 500px) 100v
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3999
4000        <div class="section-content-main-row2-main-row2 blog-main">
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4014          
4015
4016          <!-- Title -->
4017          <div class="sh1 blog-main">Why Cloud Cost Optimization Isn't Enough</div>
4018
4019          <!-- Description -->
4020          <div class="reg-text line-height-150 text-opacity-70">
4021            If you're in FinOps, you've probably gotten pretty good at the core playbook to reduce cloud costs: negotiate committed use discounts, right-size...
4022          </div>
4023
4024          <!-- Author & Date -->
4025          <div class="section-content-main-row2-main-row2-row4">
4026            
4027              <img src="https://frugal.co/hubfs/687a9de2429ae6d0f60fa46d_headshot2024.jpg" alt="Mike Weider" class="author-image" loading="lazy">
4028            
4029            <div class="section-content-main-row2-wrapper">
4030                <div class="nav-button-text font-weight-700">Mike Weider</div>
4031                <div class="nav-button-text text-opacity-70">
4032                  January 19, 2026
4033                </div>
4034            </div>
4035          </div>
4036
4037          <!-- Learn More -->
4038          <a href="https://frugal.co/blog/why-cloud-cost-optimization-isn-t-enough">
4039            <div class="banner-text-button bg-black">
4040              <div class="nav-button-text line-height-100">Learn More</div>
4041              <div class="arrow opacity-100 w-embed">
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4052
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4055          
4056            <div fs-cmsfilter-field="tag">Fun</div>
4057          
4058            <div fs-cmsfilter-field="tag">AI</div>
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4061
4062        <div class="section-content-main-row2-main-row1 blog-main">
4063          <img src="https://frugal.co/hs-fs/hubfs/blog-images/featured-Dec-18-2025-09-33-30-1974-PM.jpg?width=500&amp;height=281&amp;name=featured-Dec-18-2025-09-33-30-1974-PM.jpg" alt="ChatGPT 5.2 vs. Gemini 3 Pro Preview vs. Opus 4.5 -- Mirror Simulator Bakeoff" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/blog-images/featured-Dec-18-2025-09-33-30-1974-PM.jpg?width=250&amp;height=141&amp;name=featured-Dec-18-2025-09-33-30-1974-PM.jpg 250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Dec-18-2025-09-33-30-1974-PM.jpg?width=500&amp;height=281&amp;name=featured-Dec-18-2025-09-33-30-1974-PM.jpg 500w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Dec-18-2025-09-33-30-1974-PM.jpg?width=750&amp;height=422&amp;name=featured-Dec-18-2025-09-33-30-1974-PM.jpg 750w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Dec-18-2025-09-33-30-1974-PM.jpg?width=1000&amp;height=562&amp;name=featured-Dec-18-2025-09-33-30-1974-PM.jpg 1000w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Dec-18-2025-09-33-30-1974-PM.jpg?width=1250&amp;height=703&amp;name=featured-Dec-18-2025-09-33-30-1974-PM.jpg 1250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Dec-18-2025-09-33-30-1974-PM.jpg?width=1500&amp;height=843&amp;name=featured-Dec-18-2025-09-33-30-1974-PM.jpg 1500w" sizes="(max-width: 500px) 100v
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4064        </div>
4065
4066        <div class="section-content-main-row2-main-row2 blog-main">
4067          <!-- Tags -->
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4070            <div role="list" class="collection-list-2 w-dyn-items">
4071            
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4073                <div class="tag-wrapper white">
4074                  <div class="tag white">Fun</div>
4075                </div>
4076              </div>
4077            
4078              <div role="listitem" class="collection-item-3 w-dyn-item">
4079                <div class="tag-wrapper white">
4080                  <div class="tag white">AI</div>
4081                </div>
4082              </div>
4083            
4084            </div>
4085          </div>
4086          
4087
4088          <!-- Title -->
4089          <div class="sh1 blog-main">ChatGPT 5.2 vs. Gemini 3 Pro Preview vs. Opus 4.5 -- Mirror Simulator Bakeoff</div>
4090
4091          <!-- Description -->
4092          <div class="reg-text line-height-150 text-opacity-70">
4093            Don't tell my spouse but she is getting some upgrades to her makeup station for Christmas. She has a small area dedicated to makeup and hair. Its a...
4094          </div>
4095
4096          <!-- Author & Date -->
4097          <div class="section-content-main-row2-main-row2-row4">
4098            
4099              <img src="https://frugal.co/hubfs/Craig%20Conboy%20Headshot.png" alt="Craig Conboy" class="author-image" loading="lazy">
4100            
4101            <div class="section-content-main-row2-wrapper">
4102                <div class="nav-button-text font-weight-700">Craig Conboy</div>
4103                <div class="nav-button-text text-opacity-70">
4104                  December 14, 2025
4105                </div>
4106            </div>
4107          </div>
4108
4109          <!-- Learn More -->
4110          <a href="https://frugal.co/blog/chatgpt-5-2-vs-gemini-3-pro-preview-vs-opus-4-5-mirror-simulator-bakeoff">
4111            <div class="banner-text-button bg-black">
4112              <div class="nav-button-text line-height-100">Learn More</div>
4113              <div class="arrow opacity-100 w-embed">
4114                <svg xmlns="http://www.w3.org/2000/svg" width="30" height="30" viewbox="0 0 30 30" fill="none">
4115                  <path d="M8.83868 19.1248L16.0099 11.9535L9.42204 11.9535L9.42793 10.286H18.856V19.714L17.1943 19.714L17.1884 13.1321L10.0172 20.3033L8.83868 19.1248Z" fill="black"></path>
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4119          </a>
4120        </div>
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4122    
4123      <div class="section-content-main-row2-main row" fs-cmsfilter-item>
4124
4125        
4126        <div style="display: none;">
4127          
4128            <div fs-cmsfilter-field="tag">Cost Engineering</div>
4129          
4130            <div fs-cmsfilter-field="tag">GCP</div>
4131          
4132            <div fs-cmsfilter-field="tag">AWS</div>
4133          
4134        </div>
4135
4136        <div class="section-content-main-row2-main-row1 blog-main">
4137          <img src="https://frugal.co/hs-fs/hubfs/blog-images/featured_centered.jpg?width=500&amp;height=281&amp;name=featured_centered.jpg" alt="Top 10 Cloud Cost Traps We Saw in 2025" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/blog-images/featured_centered.jpg?width=250&amp;height=141&amp;name=featured_centered.jpg 250w, https://frugal.co/hs-fs/hubfs/blog-images/featured_centered.jpg?width=500&amp;height=281&amp;name=featured_centered.jpg 500w, https://frugal.co/hs-fs/hubfs/blog-images/featured_centered.jpg?width=750&amp;height=422&amp;name=featured_centered.jpg 750w, https://frugal.co/hs-fs/hubfs/blog-images/featured_centered.jpg?width=1000&amp;height=562&amp;name=featured_centered.jpg 1000w, https://frugal.co/hs-fs/hubfs/blog-images/featured_centered.jpg?width=1250&amp;height=703&amp;name=featured_centered.jpg 1250w, https://frugal.co/hs-fs/hubfs/blog-images/featured_centered.jpg?width=1500&amp;height=843&amp;name=featured_centered.jpg 1500w" sizes="(max-width: 500px) 100v
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4138        </div>
4139
4140        <div class="section-content-main-row2-main-row2 blog-main">
4141          <!-- Tags -->
4142          
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4144            <div role="list" class="collection-list-2 w-dyn-items">
4145            
4146              <div role="listitem" class="collection-item-3 w-dyn-item">
4147                <div class="tag-wrapper white">
4148                  <div class="tag white">Cost Engineering</div>
4149                </div>
4150              </div>
4151            
4152              <div role="listitem" class="collection-item-3 w-dyn-item">
4153                <div class="tag-wrapper white">
4154                  <div class="tag white">GCP</div>
4155                </div>
4156              </div>
4157            
4158              <div role="listitem" class="collection-item-3 w-dyn-item">
4159                <div class="tag-wrapper white">
4160                  <div class="tag white">AWS</div>
4161                </div>
4162              </div>
4163            
4164            </div>
4165          </div>
4166          
4167
4168          <!-- Title -->
4169          <div class="sh1 blog-main">Top 10 Cloud Cost Traps We Saw in 2025</div>
4170
4171          <!-- Description -->
4172          <div class="reg-text line-height-150 text-opacity-70">
4173            2025 was the year teams stopped just rightsizing infrastructure and started digging into how their applications actually spend. We've seen a lot of...
4174          </div>
4175
4176          <!-- Author & Date -->
4177          <div class="section-content-main-row2-main-row2-row4">
4178            
4179              <img src="https://frugal.co/hubfs/Craig%20Conboy%20Headshot.png" alt="Craig Conboy" class="author-image" loading="lazy">
4180            
4181            <div class="section-content-main-row2-wrapper">
4182                <div class="nav-button-text font-weight-700">Craig Conboy</div>
4183                <div class="nav-button-text text-opacity-70">
4184                  December 8, 2025
4185                </div>
4186            </div>
4187          </div>
4188
4189          <!-- Learn More -->
4190          <a href="https://frugal.co/blog/top-10-cloud-cost-traps-we-saw-in-2025">
4191            <div class="banner-text-button bg-black">
4192              <div class="nav-button-text line-height-100">Learn More</div>
4193              <div class="arrow opacity-100 w-embed">
4194                <svg xmlns="http://www.w3.org/2000/svg" width="30" height="30" viewbox="0 0 30 30" fill="none">
4195                  <path d="M8.83868 19.1248L16.0099 11.9535L9.42204 11.9535L9.42793 10.286H18.856V19.714L17.1943 19.714L17.1884 13.1321L10.0172 20.3033L8.83868 19.1248Z" fill="black"></path>
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4198            </div>
4199          </a>
4200        </div>
4201      </div>
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4204
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4207          
4208            <div fs-cmsfilter-field="tag">Product</div>
4209          
4210        </div>
4211
4212        <div class="section-content-main-row2-main-row1 blog-main">
4213          <img src="https://frugal.co/hs-fs/hubfs/blog-images/featured-Nov-12-2025-01-02-48-1038-AM.png?width=500&amp;height=281&amp;name=featured-Nov-12-2025-01-02-48-1038-AM.png" alt="Preview of Frugal Code" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/blog-images/featured-Nov-12-2025-01-02-48-1038-AM.png?width=250&amp;height=141&amp;name=featured-Nov-12-2025-01-02-48-1038-AM.png 250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Nov-12-2025-01-02-48-1038-AM.png?width=500&amp;height=281&amp;name=featured-Nov-12-2025-01-02-48-1038-AM.png 500w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Nov-12-2025-01-02-48-1038-AM.png?width=750&amp;height=422&amp;name=featured-Nov-12-2025-01-02-48-1038-AM.png 750w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Nov-12-2025-01-02-48-1038-AM.png?width=1000&amp;height=562&amp;name=featured-Nov-12-2025-01-02-48-1038-AM.png 1000w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Nov-12-2025-01-02-48-1038-AM.png?width=1250&amp;height=703&amp;name=featured-Nov-12-2025-01-02-48-1038-AM.png 1250w, https://frugal.co/hs-fs/hubfs/blog-images/featured-Nov-12-2025-01-02-48-1038-AM.png?width=1500&amp;height=843&amp;name=featured-Nov-12-2025-01-02-48-1038-AM.png 1500w" sizes="(max-width: 500px) 100v
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4214        </div>
4215
4216        <div class="section-content-main-row2-main-row2 blog-main">
4217          <!-- Tags -->
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4220            <div role="list" class="collection-list-2 w-dyn-items">
4221            
4222              <div role="listitem" class="collection-item-3 w-dyn-item">
4223                <div class="tag-wrapper white">
4224                  <div class="tag white">Product</div>
4225                </div>
4226              </div>
4227            
4228            </div>
4229          </div>
4230          
4231
4232          <!-- Title -->
4233          <div class="sh1 blog-main">Preview of Frugal Code</div>
4234
4235          <!-- Description -->
4236          <div class="reg-text line-height-150 text-opacity-70">
4237            Frugal Code is our new cost engineering platform that attributes managed service costs to your code, finds inefficient usage, provides Frugal Fixes...
4238          </div>
4239
4240          <!-- Author & Date -->
4241          <div class="section-content-main-row2-main-row2-row4">
4242            
4243              <img src="https://frugal.co/hubfs/Craig%20Conboy%20Headshot.png" alt="Craig Conboy" class="author-image" loading="lazy">
4244            
4245            <div class="section-content-main-row2-wrapper">
4246                <div class="nav-button-text font-weight-700">Craig Conboy</div>
4247                <div class="nav-button-text text-opacity-70">
4248                  November 12, 2025
4249                </div>
4250            </div>
4251          </div>
4252
4253          <!-- Learn More -->
4254          <a href="https://frugal.co/blog/preview-of-frugal-code">
4255            <div class="banner-text-button bg-black">
4256              <div class="nav-button-text line-height-100">Learn More</div>
4257              <div class="arrow opacity-100 w-embed">
4258                <svg xmlns="http://www.w3.org/2000/svg" width="30" height="30" viewbox="0 0 30 30" fill="none">
4259                  <path d="M8.83868 19.1248L16.0099 11.9535L9.42204 11.9535L9.42793 10.286H18.856V19.714L17.1943 19.714L17.1884 13.1321L10.0172 20.3033L8.83868 19.1248Z" fill="black"></path>
4260                </svg>
4261              </div>
4262            </div>
4263          </a>
4264        </div>
4265      </div>
4266    
4267      <div class="section-content-main-row2-main row" fs-cmsfilter-item>
4268
4269        
4270        <div style="display: none;">
4271          
4272            <div fs-cmsfilter-field="tag">Cost KPIs</div>
4273          
4274        </div>
4275
4276        <div class="section-content-main-row2-main-row1 blog-main">
4277          <img src="https://frugal.co/hs-fs/hubfs/Are%20your%20cloud%20costs%20healthy%20or%20unhealthy.png?width=500&amp;height=281&amp;name=Are%20your%20cloud%20costs%20healthy%20or%20unhealthy.png" alt="Are Your Cloud Costs Healthy or Unhealthy?" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/Are%20your%20cloud%20costs%20healthy%20or%20unhealthy.png?width=250&amp;height=141&amp;name=Are%20your%20cloud%20costs%20healthy%20or%20unhealthy.png 250w, https://frugal.co/hs-fs/hubfs/Are%20your%20cloud%20costs%20healthy%20or%20unhealthy.png?width=500&amp;height=281&amp;name=Are%20your%20cloud%20costs%20healthy%20or%20unhealthy.png 500w, https://frugal.co/hs-fs/hubfs/Are%20your%20cloud%20costs%20healthy%20or%20unhealthy.png?width=750&amp;height=422&amp;name=Are%20your%20cloud%20costs%20healthy%20or%20unhealthy.png 750w, https://frugal.co/hs-fs/hubfs/Are%20your%20cloud%20costs%20healthy%20or%20unhealthy.png?width=1000&amp;height=562&amp;name=Are%20your%20cloud%20costs%20healthy%20or%20unhealthy.png 1000w, https://frugal.co/hs-fs/hubfs/Are%20your%20cloud%20costs%20healthy%20or%20unhealthy.png?width=1250&amp;height=703&amp;name=Are%20your%20cloud%20costs%20healthy%20or%20unhealthy.png 1250w, https://frugal.co/hs-fs/hubfs/Are%20your%20cloud%20costs%20healthy%20or%20unhealthy.png?width=1500&amp;height=843&amp;name=Are%20your%20cloud%20costs%20healthy%20or%20unhealthy.png 1500w" sizes="(max-width: 500px) 100v
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4278        </div>
4279
4280        <div class="section-content-main-row2-main-row2 blog-main">
4281          <!-- Tags -->
4282          
4283          <div class="collection-list-wrapper w-dyn-list">
4284            <div role="list" class="collection-list-2 w-dyn-items">
4285            
4286              <div role="listitem" class="collection-item-3 w-dyn-item">
4287                <div class="tag-wrapper white">
4288                  <div class="tag white">Cost KPIs</div>
4289                </div>
4290              </div>
4291            
4292            </div>
4293          </div>
4294          
4295
4296          <!-- Title -->
4297          <div class="sh1 blog-main">Are Your Cloud Costs Healthy or Unhealthy?</div>
4298
4299          <!-- Description -->
4300          <div class="reg-text line-height-150 text-opacity-70">
4301            The Figma IPO generated some buzz on Reddit recently but not for the reasons you might think. Redditors were aghast at the disclosure of their eye...
4302          </div>
4303
4304          <!-- Author & Date -->
4305          <div class="section-content-main-row2-main-row2-row4">
4306            
4307              <img src="https://frugal.co/hubfs/687a9de2429ae6d0f60fa46d_headshot2024.jpg" alt="Mike Weider" class="author-image" loading="lazy">
4308            
4309            <div class="section-content-main-row2-wrapper">
4310                <div class="nav-button-text font-weight-700">Mike Weider</div>
4311                <div class="nav-button-text text-opacity-70">
4312                  October 21, 2025
4313                </div>
4314            </div>
4315          </div>
4316
4317          <!-- Learn More -->
4318          <a href="https://frugal.co/blog/are-your-cloud-costs-healthy-or-unhealthy">
4319            <div class="banner-text-button bg-black">
4320              <div class="nav-button-text line-height-100">Learn More</div>
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4324                </svg>
4325              </div>
4326            </div>
4327          </a>
4328        </div>
4329      </div>
4330    
4331      <div class="section-content-main-row2-main row" fs-cmsfilter-item>
4332
4333        
4334        <div style="display: none;">
4335          
4336            <div fs-cmsfilter-field="tag">Cost Engineering</div>
4337          
4338        </div>
4339
4340        <div class="section-content-main-row2-main-row1 blog-main">
4341          <img src="https://frugal.co/hs-fs/hubfs/Stop%20paying%20premium%20prices%20for%20repeated%20log%20content.png?width=500&amp;height=281&amp;name=Stop%20paying%20premium%20prices%20for%20repeated%20log%20content.png" alt="Stop Paying Premium Prices for Repeated Log Content" class="blog-image" width="500" height="281" loading="lazy" srcset="https://frugal.co/hs-fs/hubfs/Stop%20paying%20premium%20prices%20for%20repeated%20log%20content.png?width=250&amp;height=141&amp;name=Stop%20paying%20premium%20prices%20for%20repeated%20log%20content.png 250w, https://frugal.co/hs-fs/hubfs/Stop%20paying%20premium%20prices%20for%20repeated%20log%20content.png?width=500&amp;height=281&amp;name=Stop%20paying%20premium%20prices%20for%20repeated%20log%20content.png 500w, https://frugal.co/hs-fs/hubfs/Stop%20paying%20premium%20prices%20for%20repeated%20log%20content.png?width=750&amp;height=422&amp;name=Stop%20paying%20premium%20prices%20for%20repeated%20log%20content.png 750w, https://frugal.co/hs-fs/hubfs/Stop%20paying%20premium%20prices%20for%20repeated%20log%20content.png?width=1000&amp;height=562&amp;name=Stop%20paying%20premium%20prices%20for%20repeated%20log%20content.png 1000w, https://frugal.co/hs-fs/hubfs/Stop%20paying%20premium%20prices%20for%20repeated%20log%20content.png?width=1250&amp;height=703&amp;name=Stop%20paying%20premium%20prices%20for%20repeated%20log%20content.png 1250w, https://frugal.co/hs-fs/hubfs/Stop%20paying%20premium%20prices%20for%20repeated%20log%20content.png?width=1500&amp;height=843&amp;name=Stop%20paying%20premium%20prices%20for%20repeated%20log%20content.png 1500w" sizes="(max-width: 500px) 100v
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4342        </div>
4343
4344        <div class="section-content-main-row2-main-row2 blog-main">
4345          <!-- Tags -->
4346          
4347          <div class="collection-list-wrapper w-dyn-list">
4348            <div role="list" class="collection-list-2 w-dyn-items">
4349            
4350              <div role="listitem" class="collection-item-3 w-dyn-item">
4351                <div class="tag-wrapper white">
4352                  <div class="tag white">Cost Engineering</div>
4353                </div>
4354              </div>
4355            
4356            </div>
4357          </div>
4358          
4359
4360          <!-- Title -->
4361          <div class="sh1 blog-main">Stop Paying Premium Prices for Repeated Log Content</div>
4362
4363          <!-- Description -->
4364          <div class="reg-text line-height-150 text-opacity-70">
4365            I recently discovered something surprising while examining customer logs that included OAuth scope lists within the JSON context of log messages....
4366          </div>
4367
4368          <!-- Author & Date -->
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4419            
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4425          <div class="sh1 blog-main">AI or Engineer, Cloud Cost Savings Start with the Bill and End in the Code</div>
4426
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4429            It’s a tempting prompt isn’t it? Just ask Claude Code, Codex or Cursor to go and figure out how to modify your application to cut your spending on a...
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4440                  September 26, 2025
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