by Mario Bittencourt
Discussion about software development, architecture and how to navigate our current landscape. If you want to know more, please check the blog https://medium.com/@mbneto and subscribe for free to the Architecture Corner Newsletter at https://architecturecorner.substack.com/
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Publishing Since
4/2/2025
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July 2, 2026
<p><strong>Architecture Corner Newsletter Podcast</strong></p><p>AI coding budgets are getting torched, and 2026 is the year the bill finally came due. In this episode, we dig into how token consumption became a productivity metric (and why that backfired), and what the industry is doing about it now that the free-for-all is ending.</p><p>We will cover:</p><ul><li>Why token usage became a proxy for developer productivity — and how Goodhart's Law caught up with it</li><li>The provider-side shifts (usage windows, model restrictions, pricing model changes) that reshaped agentic coding through early 2026</li><li>What's really driving your AI bill: subscriptions vs. API, caching mechanics, and model/thinking-effort tradeoffs</li><li>Practical tokenmining strategies — from scripting deterministic steps to tuning your harness and mixing models</li><li>Where the industry goes next as cost-conscious AI development becomes the norm</li></ul><p><br></p><p>Don't forget to subscribe to our newsletter at https://architecturecorner.dev.</p><p><br></p><p>For more details on the topic discussed in this article, check <a href="https://medium.com/itnext/from-tokenmaxxing-to-tokenmining-cd2756961176" target="_blank" rel="noopener noreferer">here</a> (https://medium.com/itnext/from-tokenmaxxing-to-tokenmining-cd2756961176)</p>
June 2, 2026
<p><strong>Are you flying blind with your AI coding agent?</strong></p><p>In this episode, we detail what actually happens inside tools like GitHub Copilot and Claude Code beyond the prompt you type.</p><p><br></p><p>We cover:</p><ul><li> How LLMs use context windows (and why they "forget")</li><li> The sharp quality drop that hits at ~40% context usage</li><li> How to use <strong>OpenTelemetry</strong> to observe token usage, traces, and system prompts in real time</li></ul><p><br></p><p>Don't forget you can subscribe, for free to the Architecture Corner Newsletter at https://architecturecorner.dev</p>
March 14, 2026
<p>Once you ship a public API, you've made a promise. </p><p>Keeping it while still moving forward turns out to be harder than most teams expect.</p><p>In this episode, we will cover:</p><ul><li>What qualifies as a backward-compatible change, and what doesn't</li><li>Why does introducing a new API version cost more than just writing new code</li><li>The real reason clients delay upgrades, and what you can do about it</li><li>How to support multiple versions without duplicating your entire codebase</li><li>The adapter pattern is a practical way to isolate version changes at the edges</li></ul><p>Know more here: <a href="vscode-file://vscode-app/usr/share/code-insiders/resources/app/out/vs/code/electron-browser/workbench/workbench.html">https://medium.com/itnext/the-challenges-of-evolving-your-service-api-versioning-8008349a1154</a></p><p>Subscribe, for free, to the Architecture Corner Newsletter at <a href="vscode-file://vscode-app/usr/share/code-insiders/resources/app/out/vs/code/electron-browser/workbench/workbench.html">https://architecturecorner.substack.com</a></p>
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Discussion about software development, architecture and how to navigate our current landscape.
If you want to know more, please check the blog https://medium.com/@mbneto and subscribe for free to the Architecture Corner Newsletter at https://architecturecorner.substack.com/
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