You just copied the exact commands to unify your fragmented AI coding history. This Rust-based tool automatically discovers sessions from Codex, Claude, Gemini, Cursor, Aider, and 6+ other providers—no API keys, no cloud uploads.

Why this matters now: Developers are losing valuable context switching between AI assistants. Each provider stores sessions differently, creating 11+ silos of forgotten solutions. This tool solves that with local-first indexing that respects your privacy while making every past AI interaction searchable.

TL;DR: Why This Changes Everything

• What: Unified TUI/CLI indexes and searches local coding agent session history across 11+ AI providers.
• Impact: Solves the fragmentation problem as developers use multiple AI coding assistants simultaneously.
• For You: Recover forgotten solutions and patterns without remembering which AI you used weeks ago.

The Multi-Agent Memory Problem

You used Claude for architecture, Codex for debugging, and Gemini for documentation last month. Now you can't find that perfect SQL optimization pattern. Sound familiar?

This is the emerging workflow reality. Developers aren't loyal to one AI assistant—they use the best tool for each task. But this creates knowledge fragmentation across:

• Different storage formats (JSON, SQLite, plaintext)
• Varying directory structures
• Incompatible search interfaces

The result? Institutional memory loss. Valuable solutions disappear into provider-specific silos.

How It Works: Local-First Architecture

The tool uses Rust for performance and zero dependencies. It scans common directories for known session formats. No data leaves your machine.

Supported providers include:

• OpenAI Codex/ChatGPT desktop apps
• Anthropic Claude desktop
• Google Gemini sessions
• Cursor AI history
• Aider conversation logs
• 6+ other coding assistants

The index builds incrementally. New sessions appear automatically on next search. The TUI provides visual browsing with syntax highlighting and session metadata.

Real-World Impact: Beyond Simple Search

This isn't just grep for AI sessions. The unified view reveals patterns you'd miss otherwise.

You can track which AI gives the best SQL optimizations. See which assistant consistently suggests vulnerable code patterns. Discover that you keep asking the same React question to three different providers.

The data stays yours. No telemetry. No cloud uploads. The entire index lives in ~/.coding_agent_session_search.

The Future: Evolving Beyond Search

This tool points toward the next generation of AI-assisted development. Imagine:

• Cross-provider learning from your successful patterns
• Automated documentation generation from solved problems
• Team knowledge sharing (with permission) of effective prompts
• Personalized AI training based on your historical preferences

The foundation is your unified history. Today it's search. Tomorrow it could train your personal coding assistant.

Getting Started Tips

First run might take minutes if you have years of sessions. Subsequent indexing is incremental and fast.

Use the TUI (cass tui) for exploratory browsing. Use the CLI (cass search) for specific queries in scripts or aliases.

The tool respects your privacy by design. If you want to exclude certain directories, check the project's configuration options on GitHub.