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Codebase Pilot
AI context engine — save 93% tokens for Claude and others
Codebase Pilot packs, compresses, and optimizes any codebase for AI tools. Save up to 93% tokens with compression + agent scoping. Built-in security scanner (152 patterns), blast radius analysis, MCP server (10 tools), and a web dashboard on port 7456 with dark/light mode. Works with Claude Code, Cursor, Windsurf, and Codex. Supports 56 languages, 58 frameworks. One command: npm install -g codebase-pilot-cli. Zero cloud. Zero lock-in. MIT licensed.
Hey everyone! I'm KG, the maker of Codebase Pilot.
I built this because every AI coding session wastes thousands of tokens loading irrelevant files. Codebase Pilot solves that — one command scans your
project, compresses code to signatures only, removes secrets, and gives AI tools exactly what they need.
What makes it different:
- 93% token reduction with agent-scoped packing
- Web dashboard at localhost:7456 with real-time updates
- Security scanner catches leaked API keys before they reach AI
- Works with Claude Code, Cursor, Windsurf, and Codex
- Blast radius analysis shows impact of any file change
It's fully open source, zero cloud, zero telemetry. Everything runs locally.
Try it:
npm install -g codebase-pilot-cli
codebase-pilot init
codebase-pilot ui
Would love your feedback — what features would make this more useful for your workflow?
About Codebase Pilot on Product Hunt
“AI context engine — save 93% tokens for Claude and others ”
Codebase Pilot was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #148 on the daily leaderboard. Codebase Pilot packs, compresses, and optimizes any codebase for AI tools. Save up to 93% tokens with compression + agent scoping. Built-in security scanner (152 patterns), blast radius analysis, MCP server (10 tools), and a web dashboard on port 7456 with dark/light mode. Works with Claude Code, Cursor, Windsurf, and Codex. Supports 56 languages, 58 frameworks. One command: npm install -g codebase-pilot-cli. Zero cloud. Zero lock-in. MIT licensed.
On the analytics side, Codebase Pilot competes within Open Source, Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how Codebase Pilot performed against the three products that launched closest to it on the same day.
Who hunted Codebase Pilot?
Codebase Pilot was hunted by Kalpesh Gamit. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Codebase Pilot including community comment highlights and product details, visit the product overview.
Kalpesh Gamit