Homeward: AI agents that get patients home, and what I learned wiring them into Switch
Built for the Flip the Switch hackathon (WeMakeDevs × DevTools Academy × Switch), Track 01. Team...
Tutorials
I Built an AI Grandmother That Remembers Every Scammer
"Inspector Sharma" called again. Same CBI script, same fake case number, same threat about a...
LongLoom: Stop Losing Facts When Your Documents Exceed the Context Window
I built an open-source library that processes documents of any length through LLM map/merge/repair —...
How to Master AWS for AI?
Ciao Amici 👋 Every hiking trail in the Alps has a map at the trailhead. A good one shows you the...
How I Contributed 5 Integrations to Switch During the Flip the Switch Hackathon
Open source has always been one of my favorite ways to learn software engineering. You get to work...
Moli: a headless browser built for agents
Moli: a headless browser built for agents Most agents do not need a full browser. They...
Why Your AI Support Bot Hallucinates — And How We Built an Evidence-Gated Fix
Building RelayDesk: Evidence-Gated Multi-Agent Support Triage on Switch AI By Ketan Kumar...
I hired an engineering team for my startup. None of them are people.
A PM, a builder, a tester and a reviewer research what users want and ship it test-first into a real finance app, inside Slack, through Switch. Here's how it works, what they caugh...
Exhale: A Breathing Guide That Reads Your Breath While Claude Code Works
This is a submission for the Presage SmartSpectra SDK Challenge. You hand Claude Code a task. It...
You Don’t Know If Your AGENTS.md Helps. You Just Keep Adding Rules.
TL;DR. You wrote the rules, talked through the plan and went to bed. In the morning you find that...
API CaseTracker: Eliminating API Support Rediscovery with Customer-Partitioned Persistent Memory
Live Production Application: https://api-casetracker.vercel.app Source Code: FastAPI Backend &...
Building Warrant: Every Agent-Made Change, Traced to the Human Who Said Yes
How we built Warrant for the Flip the Switch Hackathon 2026—a deterministic scope gatekeeper and hash-linked authorization ledger for autonomous coding agents.
The Next Leader Shouldn't Start from Zero: Building an Evidence-Grounded Institutional Continuity Engine with FastMCP, Switch, and Gemini
The Next Leader Shouldn't Start from Zero: Building an Evidence-Grounded Institutional...
Does Hindsight memory actually change agent behavior? I tested it
Saying "my agent has memory" costs nothing. Anyone can paste retrieved text into a prompt and call it...
Building for AI Agents: A Guide to Remote MCP Servers with NestJS
I recently added MCP support to Zapspace, a pet project of mine for notes, tasks, and media. It lets...
You tried git-lrc. Meet LiveReview 👀
Hello, I'm Maneshwar, and I'm building LiveReview — a blast-radius aware AI code review built for...
I Added Hindsight Memory to an ML Agent. F1 Didn't Move.
I expected the agent with memory to win. After 120 training runs on a churn-prediction task, the mean...
How AI Assistants Became the #1 Traffic Source for My Website (robots.txt + llms.txt)
I run Soundy.cloud (https://soundy.cloud), a free sound-effects and MP3 library for streamers and...
How I Switched: a human-approved change desk for AI agents
#HowISwitch — Flip the Switch Hackathon 2026 When an AI agent can change a system with one prompt,...
Our coding agents skipped the pre-push hook on 118 of 411 pushes
This week a lot of people on X argued about "software factories" for AI coding. Some companies sell...
Your AI Agent's Memory Is Not Its Source of Truth: The Hidden Risk of Stale Context
Subtitle: Why long-running AI agents make incorrect decisions even when their reasoning is sound, and...
I Built a Travel Agent That Plans With You and Travels Along Virtually
A family group chat is a surprisingly difficult place to put an AI agent. One person wants to visit...
Building ExeGuard AI: How I Used Switch to Create a Collaborative AI Security Investigation Team
Building ExeGuard AI: How I Used Switch to Create a Collaborative AI Security Investigation...
I Built a Support-to-Engineering Pipeline with 3 AI Agents and 2 Human Approvals on Switch
Every software company loses days at the same hand-off. A customer writes "I think I was...