PocketCoder-A1: autonomous coding agent on Claude https://sudonull.com/pocketcoder-a1-autonomous-coding-agent-on-claude
Autonomous agent PocketCoder-A1 runs development tasks via Claude CLI/API with pytest and py_compile verification. Installation, architecture, real case. Learn how to set up for overnight work.
NTAC: AI for typing neurons by connections https://sudonull.com/ntac-ai-for-typing-neurons-by-connections
Breakdown of the NTAC algorithm — how graph neural networks classify neurons without morphology. For developers and neuroinformaticians. Runs on a laptop.
Local AI Agent Without Cloud for Developers https://sudonull.com/local-ai-agent-without-cloud-for-developers
Create an autonomous AI agent for research, docs analysis and monitoring. Runs offline on Qwen3, without VPN and subscriptions. Download Doka for Windows/macOS and speed up workflow. Ideal for middle/senior devs.
Dependence on AI agents in coding https://sudonull.com/dependence-on-ai-agents-in-coding
Why developers can't stop night sessions with Claude Code. Reinforcement mechanics, ActivTrak and UC Berkeley data. Tips on batch runs and limits. Study productivity risks.
Deploy Telegram Bot in 8 Minutes | Developer's Guide https://sudonull.com/deploy-telegram-bot-in-8-minutes-developer-s-guide
Step-by-Step Guide to Deploying a Telegram Bot on VPS. PM2 Setup, Backup, Optimization. Runs 24/7 without Docker and Kubernetes.