The agent framework where nothing is “done” until a grader returns a verdict — checked by real senses including eyes (AgentVision) — and only verified work is allowed to compound into the fleet’s shared memory.
Memory that compounds: trust + provenance, consolidation, and a held-out attested promotion gate. Only verified facts & skills graduate to shared memory.
AgentVision as a perception organ — DOM/contrast/OCR grounded — feeding both the verdict bus and the brain as one of many senses.
One schema for every sense, with an advisory ceiling, grader attestation, scrubbed fingerprints, and strict-subset stuck/progress detection.
Agents managing agents: an LLM manager fans out, a single-writer scheduler runs workers in isolated git worktrees under budget — each gated by the bus.
Agents build their own tools: detect → scaffold → test → register → reuse, sandboxed (bwrap) and admitted only on a passing attested eval.
Self-healing pipeline: inner-loop → pre-commit → pre-merge → canary, with a deterministic rollback engine that never acts on advisory evidence.
pip install verel