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.
- 31 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.
- 32 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.
- 33 Research Anthropic Commerce Agents: The Blueprint
Anthropic published Commerce Agents, a reference blueprint for shopping and merchant agents on Claude. What is in it, what it enforces, what you build.
- 34 Research Claude Code SEO Skill: Fire Your SEO Agency
A Claude Code SEO skill audits SEO, AEO, GEO, LLMO and Naver on its own. What it checks, what it refuses to do, and the caveat in its own README.
- 35 Research Lindy AI Review: Does Editable Memory Help?
A hands-on Lindy AI review: we tested whether editable memory carries a weekly brief format across Slack prompts, and how a correction actually sticks.
- 36 Research Caveman Skill: What the 65% Really Buys
The caveman skill cuts 65% of output tokens on a ten-prompt table. Its own README says it can go net-negative. What the numbers and the split licence mean.
- 37 Research Hermes Agent Desktop Review 2026: Worth It?
Hands-on Hermes Agent Desktop review: chat, session resume and a file task all worked on macOS, but provider setup and logs still favor power users.
- 38 Research Agent Substrate: 250 Agents on 8 Pods
Agent Substrate multiplexes hundreds of agent sandboxes onto a few Kubernetes pods. What it does, who actually builds it, and why v0.0.0 matters.
- 39 Research Cursor Origin Landed During a GitHub Outage
Cursor Origin shipped during GitHub's 7h 47m critical outage on August 17, 2026. What the new git forge actually does, and what it does not fix.
- 40 Research Inside OAK, an On-Device AI Agent Kernel
OpenSparX's OAK runs AI agents fully on-device, routing about 80% of requests without loading a model at all. What it does, and where its numbers disagree.