Constellation - Code Intelligence Platform for AI Coding Agents Give your AI coding assistant a structural map of your codebase. Constellation indexes locally, answers queries instantly via MCP, and keeps your source code private.

Context quality determines everything. We use Neo4j as the backbone of Constellation (constellationdev.io), a shared code knowledge graph that AI agents query. A structural map of your code, indexed and shared across the team. No more reading source files over and over, bloating the context!

Early access to 5 organizations!

→ 50% off Starter or Pro, for life
→ Shared Slack channel with our team for direct collaboration, no ticket queues
→ Must be a dev team using JS/TS/Python and Slack
→ In exchange: honest feedback + testimonials

DM us to claim a spot. ⏲️

Your source code never leaves your environment. We see structural metadata like function names, type signatures, and dependency relationships. Never implementation logic, string literals, or algorithms.

JavaScript, TypeScript, and Python supported today.

Every AI assistant on your team uses string-matching tools to answer structural questions about code. Burning tokens reading files, returning incomplete results, and giving inconsistent answers.

Constellation provides consistent and accurate data. Same question, same precise answer, every time.

We're launching Constellation!
✨ constellationdev.io

A code intelligence platform that provides AI assistants with a shared knowledge graph and powerful query tools.

Better results, more accurate tools backed by a better data source. First 5 orgs get early access at 50% off for life 🧵⬇️

PocketMux — your tmux sessions, in your pocket Secure, private remote access to tmux sessions from your phone. End-to-end encrypted, zero-knowledge server.

⏰ Coming Soon! 🚀

📱 PocketMux

Your tmux sessions, in your pocket. 🤳

A native mobile app that connects directly to your existing tmux sessions.

🔐 End-to-end encrypted
🤝 Peer-to-peer connected
🙅 No account required

#tmux #pmux #webrtc #terminal #remote #TURN #STUN #cloudflare #privacy #security

We just shipped ClawdCommit, a free VSCode extension that generates commit messages using Claude Code CLI in the VSCode source control pane.

It matches your commit message style automatically. No config needed.

MIT licensed, open source 👇

marketplace.visualstudio.com/items?itemNa...

GitHub - czl9707/gh-space-shooter: Visualizes GitHub contribution graphs as Space Shooter! Visualizes GitHub contribution graphs as Space Shooter! - czl9707/gh-space-shooter

Space invaders have landed in your README profiles. 👾

This GitHub Action turns your commit history into a retro, space-invading arcade animation for your profile.
https://github.com/czl9707/gh-space-shooter

Take it from Gemini ✦

⌛️Coming Soon... → ✨ constellationdev.io

#AIDrivenDevelopment #AgenticCoding #ContextEngineering #LLMTestimonials #Gemini

Note that your source code never leaves your environment.

Constellation understands your codebase without ever transmitting the raw source code. Only structural metadata crosses the wire.

Enterprise-grade privacy isn't a feature. It's the foundation.

#PrivacyFirst #DevTools #DevSecOps #Compliance

Before:
• "Where is this referenced?" → Grep. Scan. Parse. Blown out context. Low-confidence answer.

After:
• "Show me circular dependencies" → ⚡️ Done.
• "What is the impact of this change?" → ⚡️ Done.
• "Find any dead code" → ⚡️ Done.

Less token waste. More signal.

#TokenEconomics #AICoding #DevEx

AI coding assistants are smart, but your teammates' tools don't all share the same understanding.

Same repo, patterns, architecture. Different context.

We need shared intelligence for the entire dev team's AI tools.

🗓️ Q1 2026 → ✨ constellationdev.io

#Intro #AIDrivenDevelopment #devbubble