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CLI for agentic activity tracking in Codex

CLI for agentic activity tracking in Codex

by aperi·Feb 26, 2026·1 point·0 comments

AI Analysis

MidShip It

Agent replay for Codex, but Codex is deprecated and Mubit memory feels experimental.

Strengths
  • Addresses real friction: understanding AI agent reasoning across a team requires structured logging
  • Mubit hypervector clustering approach is technically interesting for associative memory
Weaknesses
  • Codex is being phased out—targeting deprecated tool limits addressable market severely
  • Unclear how Mubit differentiates from vector DBs (Pinecone, Weaviate) or if it's production-ready
Target Audience

Teams using Codex (GitHub's now-deprecated Copilot), AI agent builders wanting shared context

Similar To

Continue.dev · Github Copilot Chat

Post Description

Hey hackers,

I made a CLI to sync your Codex prompts + agent reasoning + file diffs to a shared memory called Codaph (https://codaph.com). The goal was to sync agent activity across my team for a much richer understanding of the codebase.

Under the hood, it uses Mubit (https://mubit.ai) - memory engine we built based on associative retrieval. Mubit is built on the concepts of hypervectors and clustering (with time based decay for now)

Currently, Codaph works with Codex with plans to add other agentic tools soon.

Codaph is open source (vibe coded lol).

Would love to hear some feedback and if you want to try it Mubit is free (api key is available on https://console.mubit.ai)

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