--- title: GitHub - vshulcz/deja-vu: Memory layer for coding... description: deja-vu is a zero-dependency Go binary that creates a memory layer for AI coding agents (Claude Code, Codex CLI, opencode) by indexing the session logs they... canonical: https://daily.dev/posts/github---vshulcz-deja-vu-memory-layer-for-coding-agents-search-mcp-recall-auto-context-secret-r-uzilisrhy twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: GitHub - vshulcz/deja-vu: Memory layer for coding agents: search, MCP recall, auto-context, secret redaction, stats, share and sync over the session logs Claude Code, Codex and opencode already write. | daily.dev og:description: deja-vu is a zero-dependency Go binary that creates a memory layer for AI coding agents (Claude Code, Codex CLI, opencode) by indexing the session logs they... og:url: https://daily.dev/posts/github---vshulcz-deja-vu-memory-layer-for-coding-agents-search-mcp-recall-auto-context-secret-r-uzilisrhy og:image: https://api.daily.dev/og/posts/uZILisrHY.png og:image:alt: GitHub - vshulcz/deja-vu: Memory layer for coding agents: search, MCP recall, auto-context, secret redaction, stats, share and sync over the session logs Claude Code, Codex and opencode already write. og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # GitHub - vshulcz/deja-vu: Memory layer for coding agents: search, MCP recall, auto-context, secret redaction, stats, share and sync over the session logs Claude Code, Codex and opencode already write. **[Hacker News](https://daily.dev/sources/hn)** · 8 min read · 1 upvotes · 0 comments ## Summary deja-vu is a zero-dependency Go binary that creates a memory layer for AI coding agents (Claude Code, Codex CLI, opencode) by indexing the session logs they already write to disk. It enables fast full-text search (7–9ms over gigabytes), MCP-based agent recall, automatic session-start context injection, credential redaction at index time, session sharing, and cross-machine sync. No models, no external services — everything stays local. It retroactively indexes months of existing logs without any capture step, differentiating it from memory platforms like Mem0 or Letta. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [I gave Claude Code, Codex, and Cursor the same memory, and stopped repeating myself](https://daily.dev/posts/i-gave-claude-code-codex-and-cursor-the-same-memory-and-stopped-repeating-myself-aerfqoavv) · XDA Developers · 2 upvotes · 1 comments --- Tags: [#golang](https://daily.dev/tags/golang), [#ai-agents](https://daily.dev/tags/ai-agents), [#cli](https://daily.dev/tags/cli), [#claude-code](https://daily.dev/tags/claude-code), [#codex](https://daily.dev/tags/codex) [View this post on daily.dev](https://daily.dev/posts/github---vshulcz-deja-vu-memory-layer-for-coding-agents-search-mcp-recall-auto-context-secret-r-uzilisrhy) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"GitHub - vshulcz/deja-vu: Memory layer for coding agents: search, MCP recall, auto-context, secret redaction, stats, share and sync over the session logs Claude Code, Codex and opencode already write.","url":"https://daily.dev/posts/github---vshulcz-deja-vu-memory-layer-for-coding-agents-search-mcp-recall-auto-context-secret-r-uzilisrhy","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/github---vshulcz-deja-vu-memory-layer-for-coding-agents-search-mcp-recall-auto-context-secret-r-uzilisrhy"},"datePublished":"2026-07-15T18:01:28.869Z","dateModified":"2026-07-15T18:01:55.654Z","description":"deja-vu is a zero-dependency Go binary that creates a memory layer for AI coding agents (Claude Code, Codex CLI, opencode) by indexing the session logs they...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/345191676f0a90fa05427dd1ded91151?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/345191676f0a90fa05427dd1ded91151?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Hacker News","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Hacker News","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/hn","url":"https://daily.dev/sources/hn"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/github---vshulcz-deja-vu-memory-layer-for-coding-agents-search-mcp-recall-auto-context-secret-r-uzilisrhy","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"golang,ai-agents,cli,claude-code,codex","timeRequired":"PT8M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Hacker News","item":"https://daily.dev/sources/hn"},{"@type":"ListItem","position":3,"name":"GitHub - vshulcz/deja-vu: Memory layer for coding agents: search, MCP recall, auto-context, secret redaction, stats, share and sync over the session logs Claude Code, Codex and opencode already write."}]} ```