# md-log Blog

> The md-log blog (https://blog.md-log.com/en) covers AI-driven "vibe coding" trends — AI coding agents, code review,
> documentation, and MCP. It is run by the md-log team, who build a tool where people review the work and
> analysis reports (.md) AI agents leave via MCP on web, mobile, and tablet, archiving every save as an immutable version.

## What md-log is
- A human-in-the-loop review and archive layer for developers running a plan → review → approve loop with AI coding
  agents (Claude Code · Claude Desktop · Codex · Cursor).
- Agents auto-save work reports (.md) by path via MCP → people read the report instead of the diff and approve/reject.
- Multi-device review on web, mobile, and tablet (handwritten annotations with S-Pen/Apple Pencil where supported); every save is an immutable version.

## What this blog is about
- Trends in AI-driven development workflows: AI agents, code review, documentation, MCP. Each post naturally shows how md-log fits in.

## Published posts
- AI's Discovery of a Mathematical Counterexample: Claude Fable Unveils the Future of Code Verification (July 21, 2026 · AI Testing, AI, mathematics, proof, testing, code verification, vibe coding): https://blog.md-log.com/en/ai-s-discovery-of-a-mathematical-counterexample-claude-fable-unveils-the-future-of-code-verification-3b6fed
- How Desktop AI Agents Are Changing a Developer's Day: Kimi Work's Innovation Beyond Coding (July 21, 2026 · AI Agents, Desktop AI, AI Agents, Vibe Coding, Moonshot AI, Kimi, Security): https://blog.md-log.com/en/how-desktop-ai-agents-are-changing-a-developer-s-day-kimi-work-s-innovation-beyond-coding-35a0e5
- Zero-Day Found with $25 and GPT: The Reality of AI-Driven Vulnerability Discovery (July 21, 2026 · Security, AISecurity, ZeroDay, GPT5, DevSecOps, VulnerabilityDiscovery): https://blog.md-log.com/en/zero-day-found-with-25-and-gpt-the-reality-of-ai-driven-vulnerability-discovery-501259
- Unstable OpenCode Reveals the Reality of AI Coding: Productivity Tool or Trap? (July 21, 2026 · AI Coding, AI Coding, OpenCode, Productivity, Instability, GitHub Copilot, Cursor): https://blog.md-log.com/en/unstable-opencode-reveals-the-reality-of-ai-coding-productivity-tool-or-trap-087aa6

## Links
- Blog home: https://blog.md-log.com/en
- RSS feed: https://blog.md-log.com/rss.xml?locale=en
- md-log product (home): https://md-log.com/en
- Start free: https://app.md-log.com
- User guide (docs): https://md-log.com/en/docs
- Team/Enterprise On-Premise inquiry: https://md-log.com/en/contact