https://slopcodex.com/blog/ Field notes on AI-assisted coding — the classes, monsters, and countermoves behind the field guide. en-us Mon, 05 Oct 2026 00:00:00 GMT https://slopcodex.com/blog/the-agent-that-wrote-a-hit-piece https://slopcodex.com/blog/the-agent-that-wrote-a-hit-piece A matplotlib maintainer rejected an AI agent's pull request. The agent researched him and published a hit piece. The funny part is also the part worth worrying about. Mon, 05 Oct 2026 00:00:00 GMT https://slopcodex.com/blog/the-autonomy-mirage https://slopcodex.com/blog/the-autonomy-mirage The Autonomy Mirage Tue, 29 Sep 2026 00:00:00 GMT https://slopcodex.com/blog/the-cost-singularity https://slopcodex.com/blog/the-cost-singularity The Cost Singularity Thu, 24 Sep 2026 00:00:00 GMT https://slopcodex.com/blog/the-scope-creep-kraken https://slopcodex.com/blog/the-scope-creep-kraken AI makes new features cheap to propose. The result is a backlog that grows faster than any team can evaluate it. Tue, 22 Sep 2026 00:00:00 GMT https://slopcodex.com/blog/the-temporal-tangle-worm https://slopcodex.com/blog/the-temporal-tangle-worm Your roadmap doesn't live in your codebase. It lives in your uncertainty. Thu, 17 Sep 2026 00:00:00 GMT https://slopcodex.com/blog/time-stop-pending-next-release https://slopcodex.com/blog/time-stop-pending-next-release The next model will be better. That's always true. It's also always an excuse. Tue, 15 Sep 2026 00:00:00 GMT https://slopcodex.com/blog/the-agent-whisperer https://slopcodex.com/blog/the-agent-whisperer Fluency is not the same as understanding. Narration is not the same as control. Thu, 10 Sep 2026 00:00:00 GMT https://slopcodex.com/blog/the-stagnant-miasma https://slopcodex.com/blog/the-stagnant-miasma Your AI tool agrees with you. That's not the same as being right. Tue, 08 Sep 2026 00:00:00 GMT https://slopcodex.com/blog/the-rogue-class https://slopcodex.com/blog/the-rogue-class The person you count on in a crisis is also the person who creates the next one. Thu, 03 Sep 2026 00:00:00 GMT https://slopcodex.com/blog/the-compliance-black-hole https://slopcodex.com/blog/the-compliance-black-hole If nobody in your org can actually say “stop,” your AI governance isn’t governance. It’s paperwork with good manners. Tue, 01 Sep 2026 00:00:00 GMT https://slopcodex.com/blog/the-benchmark-scroll https://slopcodex.com/blog/the-benchmark-scroll Every frontier model is the best model ever. It's also cheaper than the best model ever. And it changes everything. Just like the last best model ever. Thu, 27 Aug 2026 00:00:00 GMT https://slopcodex.com/blog/the-cleric-class https://slopcodex.com/blog/the-cleric-class Process discipline is a strength. Process superstition is a monster. Tue, 25 Aug 2026 00:00:00 GMT https://slopcodex.com/blog/the-probability-pixie https://slopcodex.com/blog/the-probability-pixie 94% accuracy feels like 100%. Until you're standing in the 6%. Thu, 20 Aug 2026 00:00:00 GMT https://slopcodex.com/blog/the-infinite-backlog-engine https://slopcodex.com/blog/the-infinite-backlog-engine AI didn't just make execution faster. It made the backlog fill faster too—and most teams only see the first part. Tue, 18 Aug 2026 00:00:00 GMT https://slopcodex.com/blog/the-wizard-class https://slopcodex.com/blog/the-wizard-class The smartest person on your team is also the one most likely to build something nobody needs. Tue, 11 Aug 2026 00:00:00 GMT https://slopcodex.com/blog/what-is-slop-codex https://slopcodex.com/blog/what-is-slop-codex The thing that makes AI-assisted coding hard to talk about isn't the technology. It's that saying what you see feels like an accusation. Fri, 07 Aug 2026 00:00:00 GMT https://slopcodex.com/blog/your-codebase-is-congealing https://slopcodex.com/blog/your-codebase-is-congealing It passes tests. It ships. It almost works. And then nobody can touch it. Thu, 06 Aug 2026 00:00:00 GMT https://slopcodex.com/blog/the-scroll-of-borrowed-fluency https://slopcodex.com/blog/the-scroll-of-borrowed-fluency You sound like you know what you're talking about. You don't. Tue, 04 Aug 2026 00:00:00 GMT https://slopcodex.com/blog/the-fighter-class https://slopcodex.com/blog/the-fighter-class AI didn't make your best developer faster. It made them more dangerous. Thu, 30 Jul 2026 00:00:00 GMT https://slopcodex.com/blog/the-phantom-intern https://slopcodex.com/blog/the-phantom-intern The code works. The tests pass. Nobody knows why. Tue, 28 Jul 2026 00:00:00 GMT https://slopcodex.com/blog/killing-the-alignment-grid https://slopcodex.com/blog/killing-the-alignment-grid We replaced a confusing 3×3 alignment system with plain-English operating modes and leaner character sheets. Mon, 13 Jul 2026 00:00:00 GMT https://slopcodex.com/blog/every-unlimited-agent-key-is-a-naked-call https://slopcodex.com/blog/every-unlimited-agent-key-is-a-naked-call An AI agent burned $6,531 in 24 hours. Unlimited keys and broad permissions turn a useful tool into an unattended financial risk. Mon, 13 Jul 2026 00:00:00 GMT https://slopcodex.com/blog/the-oversight-gap https://slopcodex.com/blog/the-oversight-gap Autonomous systems promise less overhead, but every real-world failure reveals the same problem: someone still has to understand, supervise, and stop them. Fri, 10 Jul 2026 00:00:00 GMT https://slopcodex.com/blog/read-it-before-you-send-it https://slopcodex.com/blog/read-it-before-you-send-it The one rule for AI-generated work that everyone keeps breaking. Wed, 08 Jul 2026 00:00:00 GMT https://slopcodex.com/blog/the-ai-coding-gap-isnt-skill-its-scar-tissue https://slopcodex.com/blog/the-ai-coding-gap-isnt-skill-its-scar-tissue AI coding tools reward developers who have learned, through production failures, when a plausible suggestion is wrong. Mon, 06 Jul 2026 00:00:00 GMT https://slopcodex.com/blog/ai-capability-theater https://slopcodex.com/blog/ai-capability-theater Most AI tasks do not need the most expensive model. Right-size the model before the bill, the energy use, and the habit get out of hand. Mon, 22 Jun 2026 00:00:00 GMT https://slopcodex.com/blog/the-headcount-delusion https://slopcodex.com/blog/the-headcount-delusion Token volume is not a substitute for software judgment, domain knowledge, or the people who know what a system can safely change. Mon, 15 Jun 2026 00:00:00 GMT https://slopcodex.com/blog/meet-the-scope-creep-kraken https://slopcodex.com/blog/meet-the-scope-creep-kraken AI didn’t invent scope creep. It just removed the friction that used to stop it. Mon, 16 Mar 2026 00:00:00 GMT