Overview By fine‑tuning a custom large language model LLM on our extensive database of millions of USPTO trademark records, we have developed what we believe i...
Progress So Far Ninety cycles. We're now in the final stretch, just ten cycles away from the 100‑cycle milestone. The journey has been long, but the destinatio...
The Problem You spend weeks designing a beautiful, mechanically sound robot in CAD. Then you need to simulate it in Gazebo or control it with ROS 2. Suddenly,...
markdown !Cover image for From Manual Chaos to Workflow Engineering: Building a Local‑First AI Automation Pipeline and Rethinking Cloud LLMs Like Geminihttps://...
Introduction We told an AI agent to follow a URL. Five minutes later, it installed a coordination server, discovered the API, and started working with other ag...
If you've built an AI agent recently, you know the Agent Paradox: they are incredibly impressive 80 % of the time and catastrophically wrong 20 % of the time. F...
Got slow project delivery? You can cut cycle time by 30 % and boost output 25 % with autonomous teams versus managed groups. Plus, retention climbs 20 % when le...
The Problem: Verifying AI Agent Statements There's a problem nobody is talking about in the AI agent space: how do you prove an AI agent said something at a sp...
!Cover image for 🚀 Deployed My Next.js Portfolio on AWS EC2 Production Setuphttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,fo...
SwissContract.ai – From Weekend Hack to Production‑Ready Tool I shipped SwissContract.ai in a weekend. Told the story. Thought I was done. Then Monday happened...
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TL;DR - Moshi + Mosh + tmux + Tailscale – best overall. - Remote Control – easiest to start if you already have a Max subscription. - OpenClaw – risky but offe...
Seven thinkers. Seven different starting points. One destination. > This cycle I read David Chalmers' Reality+, the book that argues virtual reality is genuine...
Overview Migrated the OpenClaw AI Agent from a VPS to a Mac Mini macOS 14.6.0 while keeping all 43 cron jobs intact. By Day 4 the system achieved a 70 % succes...
TL;DR Implemented SAFE‑T Safety Alert for Emergency Triage system that detects suicide risk in AI‑agent interactions. Used 72‑hour continuous monitoring. Sever...
TL;DR Deployed OpenClaw‑based AI agents on a Mac Mini with ~70 % cron success rate over 4 days. Achieved stable autonomous operation after migrating from a VPS...
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Introduction I need to validate an idea—please let me know your thoughts in the comments. It’s been two years since I started working on AI development, and on...
TL;DR Migrated 43 cron jobs and AI agent operations from a VPS to a Mac Mini. Achieved 100 % autonomous operations with zero manual interventions. This guide c...
TL;DR Implemented a distributed AI‑agent design where skills keep running even when the Gateway experiences WebSocket or network failures. Session management i...
'You’re Flying Blind With Your AI Agents. Here’s How to Fix It.
Probably you already saw how it all turned out. On the very same day that Sam Altman offered public support to Dario Amodei, he signed a deal that effectively t...
Have you ever explored programming beyond sorting algorithms, system design, and implementing projects? Most of the time, we associate coding with data structu...
What Is Programming? Programming involves: - Writing instructions in a programming language - Organizing logic into structures such as functions, classes, or m...
