Djævin: calibrated local-first decision layer with a Devin ACP backend - no API key needed
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Updated
Oct 9, 2026 - Python
Djævin: calibrated local-first decision layer with a Devin ACP backend - no API key needed
Diagnose a Devin Desktop install: stores, schema, locks, config, disk - concrete fixes
Anti-poisoning memory store for agents: provenance, versioning, quarantine gate
Devin session lifecycle: export-then-delete pipeline, tiered classification, pluggable judge
Swap between named Devin config profiles — hooks, MCP servers, models — with verified snapshots and rollback journal. Dry-run by default
Local session dashboard. Live view when a Devin session source is available; demo mode uses synthetic data.
Curated list of Devin resources and the devin-* open-source tooling ecosystem
Profile-based installer for the devin-* ecosystem across Linux, Personal Windows and Corporate Windows
Export and audit Devin session history to markdown notes, JSON, CSV - Obsidian-ready
Optional add-on: Ollama to OpenAI-compatible bridge plus healthcheck utilities
Documented internals of Devin Desktop/CLI stores with schema-version detection
Maintainer hub for the devin-* family: repo registry, scaffold template, weekly reports
Deterministic eval harness: replay recorded Devin sessions against rubric graders
Background-worker fan-out policy for Devin: deterministic planner, caps, no nesting
Project manager over Devin sessions: per-repo rollups, milestones, status reports
Secret and PII redaction that understands Devin tool-call semantics, in-place in SQLite
Policy-gated ACP client for the Devin CLI: isolated sessions with allow/deny/ask rules
Local-only Devin session observability: activity, context size and token peaks
Queryable knowledge graph over Devin sessions: projects, files touched, tools used
Safe snapshot, verify, restore and rotate of Devin stores with schema-version manifests
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