Agentic engineering flight deck

Approach the
context horizon.

A practical AI engineering channel framed as a mission through repo gravity: tools, checks, traces, evaluations, automation, and the loops that keep agents useful in real codebases.

agent loops repo gravity tooling validation
Transmission Bay

YouTube episodes behind pressure doors.

Published videos are loaded live from the YouTube feed. Each thumbnail can seal behind a downward blast-door sequence before you open the latest transmission.

Awaiting feed signal

Loading

Scanning YouTube feed

The flight computer is checking for published Escaping Context videos.

Mission Method

A repeatable loop, not prompt theater.

01

Map the gravity

Find the context that keeps dragging a workflow back into manual prompting.

02

Install instruments

Give agents the smallest useful surface: files, docs, logs, tests, commands, and clear limits.

03

Close the orbit

Validate with builds, reviews, traces, evals, and measurable failure modes.

Docking Channel

Board the next transmission.