πŸ‘οΈπŸ§  Verified Agents Framework

Verel

The agent framework where nothing is β€œdone” until a grader returns a verdict β€” checked by real senses including eyes β€” and only verified work compounds into the fleet’s shared memory.

$ pip install verel
135 tests passing ruff + mypy clean MIT Ollama Cloud Β· OpenAI
A glowing brain with an eye, and verified work passing through a verdict gate
Eval-driven by design

The loop is the whole point

Every agent action is a hypothesis. One verdict bus unifies vision + tests + lint + types into a single pass / warn / fail β€” with attestation, so a hollow check can’t mint green.

An eval-driven loop of five connected nodes
✍️
Write
agent acts
πŸ‘οΈ
Perceive
senses β†’ percepts
βš–οΈ
Gate
verdict bus
πŸ› οΈ
Fix
agent patches
βœ…
Pass
self-computed
One framework

Five organs

A brain, eyes, a verdict bus, a fleet, and agents that build their own tools β€” each gated by the bus.

🧠

Brain

Memory that compounds β€” trust + provenance, consolidation, and a held-out attested promotion gate. Only verified work graduates.

verel.memory
πŸ‘οΈ

Eyes

AgentVision as a perception organ (DOM / contrast / OCR grounded), feeding the verdict bus and the brain.

verel.senses
βš–οΈ

Verdict bus

One schema for every sense β€” advisory ceiling, grader attestation, scrubbed fingerprints, stuck/progress.

verel.verdict
🚁

Fleet

Agents managing agents β€” an LLM manager fans out; workers run in isolated git worktrees under budget.

verel.fleet
πŸ”§

Tool-smith

Detect β†’ scaffold β†’ test β†’ register β†’ reuse, sandboxed with bwrap, admitted only on a passing attested eval.

verel.toolsmith
♻️

Agent-run CI/CD

Self-healing pipeline with a deterministic rollback engine that never acts on advisory evidence.

verel.ci
At a glance

The whole architecture

Rendered and verified by the eyes Verel ships β€” Verel gates its own marketing.

Verel architecture infographic β€” five organs and the eval-driven loop
5
organs, end-to-end
135
tests, dogfooded
1
verdict bus, all senses
MIT
open source