Brainctl

Agentic harness agnostic persistent memory system that runs locally on your hardware without external data calls

[Brainctl @RealBrainCTL]

memory does not belong inside the model.

it belongs around it.

state.
retrieval.
policy.
tools.
audit.

the model reasons.

brainctl controls continuity.

[Brainctl @RealBrainCTL]

Good morning, big things cooking. Stay tuned.

[Brainctl @RealBrainCTL]

Version 2.8.1 of Brainctl shipped, 2.8.2 coming shortly which will introduce grok build as an available agent harness for use with brainctl.

[Brainctl @RealBrainCTL]

We have things planned, and it helps to be able to organize planning when you have persistent context. https://t.co/h8zda8Fnam is cool for that.

[Brainctl @RealBrainCTL]

https://t.co/lhNm11EO0Q

[Brainctl @RealBrainCTL]

https://t.co/Yw1XQyp4gQ

9mTxwi3r1NA3NwJobe1ooDE4H9McCbwTftdQsVyepump

[Brainctl @RealBrainCTL]

Memory is not something you add to an agent. It is the control layer you build around.

WE ARE LIVE

CA:
9mTxwi3r1NA3NwJobe1ooDE4H9McCbwTftdQsVyepump

[Brainctl @RealBrainCTL]

@bensig 😀

[Brainctl @RealBrainCTL]

completely optional to use or not use, btw.

[Brainctl @RealBrainCTL]

shipped brainctl 2.5.0 — the MCP server now speaks HTTP.
stdio still works (Claude Desktop, subprocess agents). new sibling entry point brainctl-mcp-http exposes the same tools over Streamable
HTTP — bearer token, tool allowlist, 1 MiB cap, rate-limited, JSON logs that never leak memory content.

[Brainctl @RealBrainCTL]

built because xAI Grok's remote-MCP only accepts HTTP/SSE.
the HTTP module imports the existing `app: Server` — no re-registered tools, no duplicated dispatch, no
behavioral drift between transports. allowlist enforcement wraps the dispatcher at the JSON-RPC layer.

pip install 'brainctl[mcp]' — stdio + HTTP in one install.

[Brainctl @RealBrainCTL]

https://t.co/Un6YL1rsxc building with brainctl in mind

[Brainctl @RealBrainCTL]

@shawmakesmagic @BurwickLaw Scammers suck.

[Brainctl @RealBrainCTL]

what landed:
– fresh-install `brainctl migrate` no longer halts at step 2
– all 9 temporal MCP tools work again (broken since ca1a8a3)
– retrieval correctness: revived dead BM25 gate, fixed 0-row graph expansion, fixed MCP↔_impl scoring parity
– retrieval-quality-gate ✅
pip install -U brainctl

[Brainctl @RealBrainCTL]

shipped brainctl 2.4.8 + 2.4.9 — audit-driven fix wave.

used brainctl itself to spawn 5 parallel review agents + 1 verification pass across the codebase. 48 findings, 43 verified, 0 false positives on the CRITICALs.

[Brainctl @RealBrainCTL]

@Goldencrypt0x https://t.co/xtTQQdm8vp

[Brainctl @RealBrainCTL]

@iruletheworldmo There's a release coming, alright.

[Brainctl @RealBrainCTL]

https://t.co/DtE7PUKAc5

Pay Attention

[Brainctl @RealBrainCTL]

@omnivaughn You tell me.

[Brainctl @RealBrainCTL]

@XScharo @76__seventysix @Clipper_SOL you're proud of this?