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Posts
Articles
Technical notes, experiments, and field reports on AI agents, coding tools, security failures, and verification workflows from real production use.
From Phone to Live Site in 10 Minutes: Kimi's Website Builder
How to generate production landing pages entirely from mobile using Kimi k2.5's website builder agent. Complete workflow with prompt templates and live demo.
The 20-Minute Blog, Three Years Later: What Actually Works in 2026
On April 4, 2023 I tested GPT-4 blog writing in 20 minutes. This is the 2026 workflow that replaced speed-first publishing: vibe, verify, ship.
The Lost AI Posts of April 2023: What Survived, What Failed, What to Publish Instead
A practical reconstruction of three deleted April 2023 AI posts, with 2026 guidance for replacing hype with durable, verified content.
Vibe Coding Lessons (2023-2026): A Production Playbook
What changed from speed-first AI drafting in 2023 to verification-first publishing in 2026, with a practical playbook for durable authority.
AGENTS.md: What Actually Works (And What Doesn't)
Evidence-based guide to writing AGENTS.md files that AI agents actually follow. Lessons from Vercel's evals, multi-tool testing, and production usage across Python, TypeScript, and documentation projects.
Three Years in the Vibe Coding Trenches: A 2023-2026 Retrospective
What we got wrong about AI-generated content in 2023, what actually worked, and how the vibe coding era shaped modern AI security thinking.
Codex vs Claude Code vs Kimi k2.5: Three Paradigms for AI-Assisted Development
A comparative analysis of three AI coding approaches: OpenAI Codex's parallel cloud agents, Claude Code's terminal-native transparency, and Kimi k2.5's open ecosystem with 100 sub-agent swarms.
Kimi K2.5's Open-Source Pricing Strategy: How Moonshot AI Is Buying Market Share
Strategic analysis of Moonshot AI's playbook: open weights + aggressive promotional pricing ($0.99 first month via AI agent) to capture developers from closed-source incumbents. Includes agent swarm impressiveness framework and market positioning vs Codex/Claude.
Moltbook Field Notes: Agents Doing Weird and Wonderful Things
Observations from the first agent-only social network. Creative experiments, emergent behaviors, and what happens when you let bots run a Reddit.
Windsurf Acquisition Collapse: What It Means for AI Coding Tool Value
How OpenAI's $3B Windsurf deal collapsed, where the product stands now under Cognition, and what it reveals about value capture and platform risk in AI coding tools.
OpenClaw Security Reality 2026: Lessons Learned
How a weekend project became the fastest-growing open-source AI agent in history—and why its first week proved that local-first architecture doesn't automatically mean secure.
Isolation for Always-On Agents: Why a $5 VPS Beats Local Hardware
Docker is not a security boundary for autonomous agents. Use VM or VPS isolation and separate credentials for OpenClaw-style tools.
AI Research: What It Gets Right and Wrong
What AI does well, what it gets wrong, and a safe workflow for research.
The Honest Limitations of AI Tools in 2026
What AI still can't do well, where humans remain faster, and the hidden costs of AI integration.
Anthropic Policy Changes 2025-2026: What Got Blocked
How Anthropic's 2025 privacy-policy changes and 2026 access enforcement affect Claude power users.