<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Indranil Biswas</title><description>ML engineer building agents and graph ML. Writing and prototypes.</description><link>https://glitch401.github.io/</link><item><title>The Judge Said Yes, Then Explained Why Not</title><link>https://glitch401.github.io/writing/the-judge-said-yes/</link><guid isPermaLink="true">https://glitch401.github.io/writing/the-judge-said-yes/</guid><description>Grading a chart-making agent with a small local vision model: what moved the score, and how often the score itself was wrong.</description><pubDate>Sun, 25 Oct 2026 00:00:00 GMT</pubDate></item><item><title>Same Bot, Two Games</title><link>https://glitch401.github.io/writing/same-bot-two-games/</link><guid isPermaLink="true">https://glitch401.github.io/writing/same-bot-two-games/</guid><description>A language model lost to a two-ply chess bot. A four-ply alpha-beta search behind the same harness mated it in 17.</description><pubDate>Thu, 08 Oct 2026 00:00:00 GMT</pubDate></item><item><title>The Harness Is the Product</title><link>https://glitch401.github.io/writing/the-harness-is-the-product/</link><guid isPermaLink="true">https://glitch401.github.io/writing/the-harness-is-the-product/</guid><description>What building an agent harness from scratch taught me about the part of the system that is not the model.</description><pubDate>Tue, 01 Sep 2026 00:00:00 GMT</pubDate></item><item><title>Two Stores, One Truth</title><link>https://glitch401.github.io/writing/two-stores-one-truth/</link><guid isPermaLink="true">https://glitch401.github.io/writing/two-stores-one-truth/</guid><description>Four of my five worst pipeline bugs were the same mistake: keeping state in a database and in files.</description><pubDate>Thu, 30 Jul 2026 00:00:00 GMT</pubDate></item><item><title>Four Results I Had to Retract</title><link>https://glitch401.github.io/writing/four-results-i-had-to-retract/</link><guid isPermaLink="true">https://glitch401.github.io/writing/four-results-i-had-to-retract/</guid><description>An empty database file, a reward made of flakes, a spec that broke my output, and a warning in my code that nobody had tested.</description><pubDate>Sat, 25 Jul 2026 00:00:00 GMT</pubDate></item><item><title>My Stateful Memory Made the Fuzzer Worse</title><link>https://glitch401.github.io/writing/stateful-memory-made-my-fuzzer-worse/</link><guid isPermaLink="true">https://glitch401.github.io/writing/stateful-memory-made-my-fuzzer-worse/</guid><description>A one-run win, a ten-run loss, and what telling a language model what not to do actually does.</description><pubDate>Tue, 25 Nov 2025 00:00:00 GMT</pubDate></item><item><title>What Two GPUs at Home Taught Me</title><link>https://glitch401.github.io/writing/two-gpus-at-home/</link><guid isPermaLink="true">https://glitch401.github.io/writing/two-gpus-at-home/</guid><description>An idle GPU, a power supply that was too small, and an engine that was not the problem.</description><pubDate>Sun, 10 Aug 2025 00:00:00 GMT</pubDate></item></channel></rss>