Most of us are stuck on the prompt treadmill - manually tweaking instructions that break every time the task shifts. This post
lays out an architecture where the AI agent grades its own work, rewrites its own prompts, builds its own tools, and rolls back
when things get worse. Every idea is backed by published research. No jargon, just the blueprint.
Mar 1, 2026
15 min read
A practical deep-dive into the algorithms powering modern AI agents - from Chain-of-Thought to automated workflow discovery. Each algorithm is explained with flow diagrams, simple examples, and Python pseudocode
Feb 23, 2026
28 min read
A practical deep-dive into the algorithms powering modern AI agents - from Chain-of-Thought to automated workflow discovery. Each algorithm is explained with flow diagrams, simple examples, and Python pseudocode
Feb 23, 2026
28 min read