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Community · Discord

Working channels, not a chatroom.

Six domain-specific channels. Quiet, sharp, and focused on real engineering. Access opens after your first completed challenge.

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Channels

What's there.

#debugging

Stuck on a real production bug? Drop the trace. Be specific about hypothesis, what you tried, what failed.

#security

Disclosure-aware discussion of OWASP-class issues, prompt-injection vectors, and AI-specific attack surface.

#refactoring

Seam-finding, decomposition, AI-pair refactoring patterns. Drop a diff, get a review.

#feature-build

Discussion of real feature work — backlog patterns, telemetry, migration plans, PR writeups.

#system-design

Design questions on real systems. Model-in-the-hot-path patterns. SLO and capacity discussion.

#ai-workflows

Practical workflow tweaks: when to start a new conversation, when to compact, when to delete context.