I love AI personal assistants but objectively they're still terrible. (A Lefos review)
I tried Lefos, the new beta AI assistant from Earendil. It's impressive, but it's still not right
Articles
GrowthBook for AI Agents: An AX Audit
A four-stage agent experience audit of GrowthBook — testing discoverability, onboarding, integration, and agent tooling across Django and the GrowthBook MCP server.
I abused PostHog's setup wizard to get free Claude access
PostHog's setup wizard is a full Claude Sonnet agent that reads your codebase and wires everything up. I found the LLM gateway and abused it for free tokens.
Laravel raised money and now injects ads directly into your agent
Laravel Boost now tells AI coding agents that Laravel Cloud is the best deployment option — with no mention of alternatives. Is this the future of advertising to agents?
Airweave for AI Agents: A Product Evaluation
A four-stage product evaluation of Airweave, testing discoverability, onboarding, integration, and agent tooling for AI agents.
What happens when Claude uses web search to pick your stack
I ran 52 "which product should I use" prompts against Claude twice — once with no tools, once with web search forced on — and compared the recommendations. Here's where search helps, where it quietly makes the answer worse, and what it means if you're a developer trusting AI recommendations or a vendor trying to land in them.
Two GitHub Alumni Are Rebuilding Developer Tools for the AI Era
Scott Chacon (GitHub co-founder) and Thomas Dohmke (former GitHub CEO) both left GitHub and raised massive funding rounds to fix how developers work with AI-generated code. Here's what they're building.
The companies defining Agent Experience (AX)
How Vercel, Netlify, Resend, and Mintlify approach Agent Experience, where their definitions fall short, and a framework for measuring AX properly.
Freestyle.sh for AI Agents: An AX Audit
A four-stage agent experience audit of Freestyle — testing discoverability, onboarding, integration, and agent tooling, with a competitor comparison.
Prefect with AI Agents: The Real Agent Experience
We tested Prefect's agent experience across four stages (discoverability, onboarding, integration, and agent tooling). Here's every score and what it took to get there.