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 · Reliability
Agentic SRE
When AI takes the pager — autonomous incident response, chaos engineering, and the four ages of reliability engineering.
02 · ArchitectureAgentic Harness Engineering
The anatomy of agent harnesses: tool calling, orchestration patterns, observability, and what comes after MCP.
03 · ScienceAgentic Omics
When AI reads the book of life — foundation models for biology, multi-omics integration, and self-driving labs.
04 · ExperimentsPractical Agent Systems
Building and testing agents in real environments — local models, connected systems, automation, and lessons from deployment.
Latest writing
Fresh from the lab.
One Config Line Made My 27B Model 2.7× Faster
Code Review Has to Change for AI-Generated Code
Amazon Q1 2026 Earnings: AWS and Advertising Drove the Beat, but EPS Quality Was Mixed
US Stocks Tumbled on a Hot Jobs Report and Rising Yields
What Comes After MCP: The Next Layer of Agent Infrastructure
All posts →