AI products, automation, vibe-coding. Real cases from a PM who ships.
How to design a pipeline of autonomous subagents for mass prompt generation. 4 hours, 9 decisions, 8 bugs caught by an agent
Stripe launched a payment protocol for AI agents, Visa joined in. Breaking down three layers of the agent internet and 8+ protocols shaping it.
Concrete steps for 12+ roles — from PM to DevOps. How to become an AI-native employee with real cases and numbers.
Two weeks of research, 20+ frameworks in 6 categories - from BMAD to QuintCode. Comparison table, maturity model, expert quotes from practitioners.
How I processed 40,335 messages from a Telegram group using a swarm of 378 Claude Code sub-agents and got 2,764 structured entries
Testing 1M context in Claude Code on a real project - monorepo, long sessions, PR reviews. Numbers, nuances, limitations.
Tested the same 5-stage skill in Claude Code and Gemini CLI - results differ due to architectural constraints, not bad intentions.
Questions in vibe-coder chats evolved from model selection to architecture and databases. What this means for PMs and prototyping.
A 5-level framework: from manual control to self-adaptation. Real-world examples and a quick self-diagnostic.
8 strategies for organic AI adoption - from a sandbox for enthusiasts to rebuilding your evaluation system. No top-down pressure.
A manifesto for managing teams in the age of AI agents - modeled after the Agile Manifesto. From the productivity paradox to tacit knowledge.
A PM's take on AI transformation: who stays, how to restructure processes, and practical steps you can take right now
How a community of developers and architects moved from AI skepticism to agentic flows in six months - documented with quotes
Agent Teams vs subagents - with prompts and real cases. When a team of 5 agents wins, and when it doesn't
Built automatic SEO indexing via GitHub Actions - IndexNow, Yandex API, Google SC, and a dashboard at /seo
How to build a Claude Code skill that converts PNG from Imagen into web-ready WebP with a single command
Breaking down the AI demo agent stack with voice and screen sharing - from open-source components to cost math and PM use cases
How real feedback from Telegram exposed CSS bugs I couldn't see myself - and why a fresh pair of eyes beats any QA process
How I wired GA4, Yandex Metrica, and Vercel Analytics into a single trackEvent() and set up auto-tracking for 10 event types with event delegation
A Claude Code agent sent an internal message to a public channel with 6k subscribers. Breaking down the incident and sharing a safety checklist for autonomous AI agents.
How I migrated prodfeat.ai from React to Astro 5 and boosted my SEO score by 34% using 10 AI agents
How I built a local transcriber on Apple Silicon for $0.90/month instead of an $8-30 subscription. Python, Whisper, pyannote - full stack and results
How to build a slash command for analyzing YouTube videos in Claude Code with n8n and Supadata API. Step-by-step breakdown with prompts and configs
How an open-source AI agent became a full team member - from building a landing page to analyzing 100 Telegram channels
How to build a working web app for video generation - with voice and prompts via Claude Code, no developers needed
Tested three frameworks for autonomous Claude Code - and realized the real problem isn't which tool you pick