writing
Notes on building.
Long-form notes on agents, local-first AI, and the systems that hold them up. Mostly debugging stories.
- 5 min
May 18, 2026
Navigating Hostile UI: Building a Local-First Agent Playbook
How I built a local-first agent kit that defeats IIT Bombay's legacy ASC portal using Chrome remote debugging and operational playbooks.
automationaiagentschrome-cdppython - 5 min
May 14, 2026
The Missing Boundary in Agentic Systems: Capability vs. Authority
We have solved for AI that can click and type. We haven't solved for AI that knows when to stop. Building a three-tier trust gate and out-of-band biometric authorization for local desktop agents.
architecturelocal-firstagentssecurity - 7 min
May 14, 2026
I Built a CLI That Compiles My Discord Into a Personal Profile for AI Agents
How I built discord-archive — a local-first Python CLI that ingests bot-populated Discord channels and produces memory-typed markdown artifacts that Hermes loads as project context. The whole thing was almost broken by an Ollama-shaped JSON problem.
automationpythoncliollamageminidiscordllmhermes - 3 min
April 28, 2026
I Built a Local AI Study Buddy in 30 Minutes
A small local pipeline that watches what I am reading, turns it into OCR logs, summarizes the concepts, and posts study updates to Discord.
automationpythonlocal-aiollamadiscordstudy - 6 min
April 26, 2026
I Built a CLI That Turns My 2am Discord Idea Dumps Into Actual Plans
How I built Donna — a local-first Python CLI that reads raw ideas from Discord, runs them through Gemini, and posts a structured briefing back. No cloud, no account, no app.
automationpythoncligeminidiscordllm - 5 min
April 26, 2026
I Automated My College's Moodle So I Never Have to Open It Again
How I built a Python tool that scrapes grades, announcements, and submissions from IITB Moodle using Chrome DevTools Protocol — and posts everything to Discord.
automationpythonmoodlecdpiitb