Understand the ask
Combines the request, project memory, credentials, and operating guardrails.
01 Autonomous operations layer
A Phoenix-native orchestrator that investigates, acts, verifies, and learns across your engineering stack—without losing the thread.
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08:34:12 INTAKE task accepted
trace RUN/7F2A context assembled · 42ms
02 The runtime
Combines the request, project memory, credentials, and operating guardrails.
The model selects tools, manages context, and keeps every turn inside a bounded loop.
Runs code agents, browser checks, CI workflows, and project-specific integrations.
Streams the run, records evidence, escalates failures, and improves the next attempt.
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