Coding agents for engineering teams
Evaluate coding agents on your own repository: task selection, acceptance tests, review effort, cost, and reproducible comparisons.
Explore the topic →Practical AI
Build your own evidence
Methods, reading paths, and reusable worksheets for decisions about agents and open models.
Agent security and evaluation
Review AI agent permissions, sandbox boundaries, untrusted inputs, tool access, and incident evidence before expanding autonomy.
Explore the topic →Open-model deployment
Compare self-hosted models and hosted APIs using workload quality, latency, capacity, licensing, and total operating cost.
Explore the topic →Learn with other practitioners
Bring a question, a result, or a failed experiment to a community session.