<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Tom</title><link>https://monotykamary.com</link><description>Open source and agentic systems.</description><item><title>100 percent on ARC-AGI-3</title><link>https://monotykamary.com/posts/100-percent-on-arc-agi-3/</link><guid>https://monotykamary.com/posts/100-percent-on-arc-agi-3/</guid><pubDate>Tue, 25 Aug 2026 12:00:00 GMT</pubDate><description>A Fabric-powered Pi session won all 25 ARC-AGI-3 environments in one run. This post explains the setup and the parts of Fabric that carried it.</description></item><item><title>I gave Pi one tool</title><link>https://monotykamary.com/posts/i-gave-pi-one-tool/</link><guid>https://monotykamary.com/posts/i-gave-pi-one-tool/</guid><pubDate>Thu, 23 Jul 2026 12:00:00 GMT</pubDate><description>I turned code mode into a programmable Pi extension. Then it used itself to build most of the runtime.</description></item><item><title>Bill the invocation, not the hour</title><link>https://monotykamary.com/posts/bill-the-invocation-not-the-hour/</link><guid>https://monotykamary.com/posts/bill-the-invocation-not-the-hour/</guid><pubDate>Mon, 20 Jul 2026 12:00:00 GMT</pubDate><description>AI agents broke the timesheet. I built a billing model around completed work instead.</description></item><item><title>Recursive language models and the deterministic turn in agentic systems</title><link>https://monotykamary.com/posts/recursive-language-models-and-the/</link><guid>https://monotykamary.com/posts/recursive-language-models-and-the/</guid><pubDate>Fri, 13 Feb 2026 12:00:00 GMT</pubDate><description>From event streams to state observations: why the future of LLM memory looks like Kubernetes status fields.</description></item><item><title>Feedback loops in agentic AI development</title><link>https://monotykamary.com/posts/feedback-loops-in-agentic-ai-development/</link><guid>https://monotykamary.com/posts/feedback-loops-in-agentic-ai-development/</guid><pubDate>Thu, 18 Dec 2025 12:00:00 GMT</pubDate><description>Agents are LLMs in a for loop. AGI is just agents in a for-loop.</description></item><item><title>The spectrum of developer-LLM collaboration</title><link>https://monotykamary.com/posts/the-spectrum-of-developer-llm-collaboration/</link><guid>https://monotykamary.com/posts/the-spectrum-of-developer-llm-collaboration/</guid><pubDate>Thu, 18 Dec 2025 12:00:00 GMT</pubDate><description>From autocomplete to autonomous agents</description></item></channel></rss>