neuron-explorer
Steering-first neuron explorer for Qwen3.5-4B: push every MLP neuron, keep every rollout, browse the results
Self-hosted agent memory platform. An authenticated OpenAI-compatible proxy ships today; persistent memory and context assembly land on that same ingress in Phase 3.
Developer toolsPython · GoGitHub @Rick1330OnlineOwner unconfirmed
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Production-grade AI agent memory and context management platform (monorepo)
Taken from the repository README
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AI-agent memory, context assembly, and secure LLM proxying for multi-tenant systems.
Phases 0–3.5 are shipped. Phase 4 is in progress: Track P operator readiness is the prerequisite for redesigned Track D capability slices. The current repository contains mounted, tenant-scoped, read-only 4.D.1 context/overview and 4.D.2 metadata-only trace list/detail surfaces. These are mounted-but-provisional, not proof of production identity, deployment, hosted acceptance, full management APIs, raw provenance, replay, or operator actions.Read the full README ↗Phases 0–3.5 are shipped. Phase 4 is in progress: Track P operator readiness is the prerequisite for redesigned Track D capability slices. The current repository contains mounted, tenant-scoped, read-only 4.D.1 context/overview and 4.D.2 metadata-only trace list/detail surfaces. These are mounted-but-provisional, not proof of production identity, deployment, hosted acceptance, full management APIs, raw provenance, replay, or operator actions.
See the status ledger, published benchmarks, service inventory, package inventory, and operator architecture boundary.
Prerequisites are Docker Compose v2 or Podman Compose, GNU Make, and the versions defined in infra/tool-versions.conf. See TOOLCHAIN.md.
git clone https://github.com/Rick1330/ibex-harness.git
cd ibex-harness
make setup
make check-tools
For a restricted sandbox or Podman machine:
IBEX_RUNTIME=podman IBEX_NETWORK=host make setup
Use make env-doctor for runtime, port, DNS, and injected telemetry diagnostics. make db-seed remains an optional local-development step; never run it against production.
For the complete setup, service startup matrix, test commands, and teardown procedure, read DEVELOPMENT_GUIDE.md.
| Area | Start here |
|---|---|
| Go AuthService | services/auth/README.md |
| Go LLM proxy | services/proxy/README.md |
| Python management API | services/api/README.md |
| Python memory service | services/memory/README.md |
| Context assembly | services/context/README.md |
| Embedder | services/embedder/README.md |
| MCP memory server | services/mcp-memory/README.md |
| Celery workers | services/worker/README.md |
| Canonical operator Console | services/console/README.md |
| Shared packages and protobuf | packages/README.md, packages/proto/README.md |
| Local infrastructure |
All status claims must distinguish implemented, mounted-but-provisional, specified-not-implemented, and deferred. Do not infer hosted readiness from local routes, fixtures, schemas, or design documents.
| infra/README.md |