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<div style="display: none; max-height: 0px; overflow: hidden;">AI-powered coding has accelerated this devβs software development speed, with GPT-5/5.2 Codex being a major breakthrough β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β </div>
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<h1><strong> TLDR Dev <span id="date">2026-01-05</span></strong></h1>
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AI-powered coding has accelerated this dev's software development speed, with GPT-5/5.2 Codex being a major breakthrough that allows them to ship code at "inference-speed.β This means they are limited mainly by AI processing time rather than human coding ability. GPT's Codex takes longer to start (sometimes 10-15 minutes reading code), but it produces more reliable results than Claude's Opus, which works faster but often requires fixes. They now rarely read the code they produce, instead focusing on high-level architecture decisions and letting AI handle most implementation details.
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<div style="text-align: center;"><span style="font-size: 36px;">π</span></div></div>
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<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
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<strong>The Dictator's Handbook and the politics of technical competence (13 minute read)</strong>
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"The Dictator's Handbookβ is a political science book that says that leaders maintain power by rewarding a coalition of insiders, with the size of this coalition determining an organization's governance style and outcomes. This framework can be applied to the internal politics of large tech companies, especially at the individual engineer and manager levels. However, unlike the book's premise, technical competence is an important "currency" in engineering, so competence politics plays a far more significant role for mid-level leaders focused on achieving tangible results.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fthenewstack.io%2Fis-agentic-metadata-the-next-infrastructure-layer%3Futm_source=tldrdev/1/0100019b8e0ed8ac-93423493-4914-400e-9364-88b575a250c6-000000/hiQWvpwAGpzKa2vPp0kSHoT1SRcq3D0dbGC-fMKzI54=438">
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<strong>Is Agentic Metadata the Next Infrastructure Layer? (13 minute read)</strong>
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AI agents generate "agentic metadata," which includes rich data like reasoning traces, user prompts, and tool calls. This metadata is invaluable for debugging, continuous improvement, cost optimization, and governance and compliance. However, effectively collecting, storing, and operationalizing this fragmented data has a lot of challenges.
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<div style="text-align: center;"><span style="font-size: 36px;">β‘</span></div></div>
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<h1><strong>Quick Links</strong></h1>
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<strong>Claude Code On-The-Go (4 minute read)</strong>
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This dev uses a cloud VM, Termius, and push notifications to run multiple Claude Code agents in parallel on their phone, allowing for asynchronous development from anywhere.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fgithub.com%2Fnibzard%2Fawesome-agentic-patterns%3Futm_source=tldrdev/1/0100019b8e0ed8ac-93423493-4914-400e-9364-88b575a250c6-000000/03ZCw4uFRNjC7kjc9Y1TVHy9m_MhggNJSCD2UC-Sf6c=438">
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<strong>Awesome Agentic Patterns (GitHub Repo)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
This is a catalog of real-world agentic AI patterns, including tricks, workflows, and mini-architectures, designed to help autonomous or semi-autonomous AI agents accomplish useful tasks in production environments.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Faddyosmani.com%2Fblog%2Ffuture-agentic-coding%2F%3Futm_source=tldrdev/1/0100019b8e0ed8ac-93423493-4914-400e-9364-88b575a250c6-000000/fvnzfQiLhFFZXTMWCEhdOnQV7b-6IYn08gzilvS_BdM=438">
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<strong>The future of agentic coding: conductors to orchestrators (30 minute read)</strong>
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The future of agentic coding will transform software engineers from direct implementers into "conductors" guiding single AI assistants and increasingly into "orchestrators" managing autonomous fleets of agents to speed up software development.
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<strong>Web development is fun again (4 minute read)</strong>
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AI tools have restored this dev's productivity, making web development enjoyable again in a time where web development has become more complex than ever before.
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