AI Automation Research & Market Insights
Data-informed perspectives on the AI agent market, automation trends, and what they mean for how non-technical professionals and lean teams get work done.
Claude Red Team Skills: Inside Claude-Red
Claude-Red packages 78 offensive-security skills for Claude's skills system. What the library holds, how it is organised, and what it signals.
- 02 Research alphaXiv OpenResearch: Local-First Agent Lab
alphaXiv OpenResearch turns Claude Code, Codex or OpenCode into local-first research agents with an isolated git worktree per experiment. September 2026.
- 03 Research Claude Code Deep Research With Hyperresearch
Hyperresearch runs a 16-step audited pipeline for Claude Code deep research. What its leaderboard claim actually says, and what a run costs you in hours.
- 04 Research CloddsBot: An Open-Source AI Trading Agent
CloddsBot is a self-hosted AI agent built on Claude that trades prediction markets, crypto and futures. What it claims, and what it asks you to trust.
- 05 Research Is Context-Mode Open Source? The License
Context-mode switched from MIT to Elastic License 2.0 eight days after launch. What ELv2 restricts, what the 98% claim measures, and who should care.
- 06 Research Sprix SAGE Router: Rerouting Agents Mid-Task
Sprix SAGE Router decides whether an agent keeps a task, recruits help, or hands it off after work has started. What its benchmarks really show.
- 07 Research Fable51-Worlds: Text to Walkable 3D Worlds
Fable51-Worlds turns a brief into a browsable Three.js city built by Claude Fable 5.1 agent swarms. Inside Union Square, Kyoto and the prompt behind them.
- 08 Research What Is Magnitude AI? Local Models for Agents
Magnitude AI is an open-source inference server that runs the best local models for your hardware and plugs into Claude Code, Codex or Cline. How it works.
- 09 Research OpenClaude: What Its License Actually Says
OpenClaude has 32,000 stars and an MIT badge, but its LICENSE says the code derives from Anthropic's proprietary CLI. Read it before you install.
- 10 Research Version Control for AI Agents: Atlas
Atlas is version control for AI agents: it links every commit to the agent session that made it, and the links survive a rebase. What it does, still alpha.