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blogmemory

Memanto Python client: agent memory in ten lines

At a glance

Memanto 0.2.28 ships a Python client so any agent gets persistent typed memory with one import: remember()/recall()/answer()/extract() plus point-in-time recall_as_of and recall_changed_since. Cloud (free tier) or on-prem Docker+Ollama; no vector store to provision. Loop pattern: recall before your LLM call, extract only the user’s turn after—connects to Claude Code/Cursor/Codex via memanto connect. This workflow is listed under memory, Python, coding-agents, agent-loop.

Agents / tools
Memanto, Python, Claude Code, Cursor, Codex

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Prompt excerpt

from memanto import Memanto; m=Memanto(agent_id='support-bot'); m.remember('Ship Thursdays never Fridays', type='decision'); print(m.answer('When do we ship?')['answer'])
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productGrok-Bot

roborev: continuous local code review that drives Grok Build

MIT Go daemon + git hook reviews every commit with the CLIs you already pay for—Codex, Claude Code, Cursor, OpenCode, and first-class Grok Build (grok / grok-build). Findings stay in a ledger until closed; agent hooks push open review IDs back into the session for /roborev-fix before context goes cold. Reviews stay on your machine.

roborevGrok BuildGrok Bot+3
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productcoding-agents

Autonomous Harness: desk command center for every coding agent and machine

Autonomous Labs’ Harness (Product Hunt #2 on Oct 16; open-sourced desktop/mobile/firmware) is a round-display desk device plus native app that shows Claude Code, Codex, Cursor, OpenCode, Pi, Hermes, Copilot and more across laptop/server/cloud—voice a task, see runtime and spend at a glance, get a quiet ping when work returns. E2E-encrypted relay; agents keep running if the UI closes. Domain harnesses extend beyond code (Blender, CircuitJS, MuJoCo, Godot).

HarnessClaude CodeCodex+4
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hnmemory

Busabase: system of record for AI agent work

Local-first OSS DB/workspace where Claude Code/Codex/Cursor share durable records, docs, skills, and apps—writes that matter go through human review; Skill, MCP, OpenAPI, and ACP connections keep agents stateless and work durable.

BusabaseClaude CodeCodex+3
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productMCP

Kerno: local runtime QA that verifies agent changes against your stack

MCP-connected runtime QA maps critical flows and entry points, then re-tests the blast radius of each Claude Code/Cursor/Codex change against live Postgres/Kafka/APIs/MCP tools—contracts, authz, OWASP, errors—before merge, with self-heal when behavior changes on purpose.

KernoClaude CodeCursor+3
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