Independent AI engineering lab
Exploring the frontier of
agentic AI systems.
67AI Lab publishes deep, evidence-backed writing on agentic AI in practice — from agent harness engineering and SRE automation to AI-driven biology and practical agent experiments across local and cloud environments. No hype without evidence.
What we write about
Deep series, not hot takes.
01 · Practice
Agentic AI
The through-line of the lab — how agents are actually built, shipped and trusted, from tool design to what you accept in review.
02 · ReliabilityAgentic SRE
When AI takes the pager — autonomous incident response, chaos engineering, and the four ages of reliability engineering.
03 · ScienceAgentic Omics
When AI reads the book of life — foundation models for biology, multi-omics integration, and self-driving labs.
04 · ArchitectureAgentic Harness Engineering
The anatomy of agent harnesses: tool calling, orchestration patterns, observability, and what comes after MCP.
Latest writing
Fresh from the lab.
AI-Native Engineering Is About What You Accept, Not What You Generate
Why Generating a Podcast Script Is Harder Than Generating Code
Is the AI Bubble About to Pop? Five Hard Truths from Ray Dalio
Reliability Horizon 2026: Three Currents Reshaping Site Reliability
One Config Line Made My 27B Model 2.7× Faster
All posts →