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Codecora Blog

We build open-source dev tools. This blog is what actually happened along the way. Architecture calls, performance numbers, and the bugs that only show up in production.

Uteke open source Mem0 alternative: agent memory without an API key

An Open Source Mem0 Alternative That Runs Fully Offline

Teal memory nodes converging on a dark background. Headline: Agent memory as a file. We built it.

Agent memory should be a file. We built it.

CodeCora blog thumbnail for self-hosted AI code review post: dark background with amber network motif, peach accent headline, cora-code pills

Self-Hosted AI Code Review: The Assumption Hiding in the "Review Less" Debate

Dark network graph of scattered teal nodes converging into merged clusters, CodeCora thumbnail for agent memory consolidation post

Agent Memory Consolidation: Dedup, Contradictions, and Orphan Cleanup

Teal network shield on dark background: the encryption backdoor debate framed as an agent memory problem

The Encryption Backdoor Debate Just Became an AI Memory Problem

Headline graphic: 67 cents of compute, 44% on ARC-AGI-1, small transformer trained in 1.5 hours beating many LLMs.

A Small Transformer Trained in 1.5 Hours Beat Many LLMs on ARC