Solution for life.
Give every person the power to bring their creative and productive self to humanity. Codmir is your AI-native workspace — voice, code, and agents, unified.
How it works
Five steps to turn your project into an AI-powered development pipeline.
Install the CLI + Daemon
One command installs the Codmir CLI and a background service daemon that runs on your machine. The daemon keeps your project connected to AI agents 24/7 — even when your terminal is closed.
Add the SDK to your project
Drop @codmir/sdk into your codebase. It instruments your app — error tracking, session replay, and agent hooks — all in one import.
Choose where work runs
Self-hosted or cloud — you pick per ticket. Run on your own machine via the daemon for speed and privacy, or scale to the cloud when you need it. The daemon and IDE extension work together seamlessly.
Talk to your project
Give instructions in natural language — voice or text. The agent reads your codebase, writes code, runs tests, and iterates until the task is done. You steer, it executes.
Fix the login bug — GitHub OAuth is broken
Found it — GITHUB_OAUTH_CLIENT_ID missing in API route
Patched integrations.ts · tests 14/14 ✓
PR #247 created — ready for review
Add rate limiting to that endpoint too
Added express-rate-limit · tests 16/16 ✓
Pushed to PR #247 — 2 commits
Review & ship
Every change — human or AI — lands in your inbox for review before it touches production. Approve, reject, or request changes. Nothing ships without your say-so.
Then what happens?
You get a full AI development team working on your codebase. Here's what changes.
Ship 20x faster
Your agents handle the entire development loop — reading your codebase, writing implementation code, running your test suite, fixing failures, and opening PRs. A task that takes a developer a day gets done in minutes. You stay in control through the review gate, but the grunt work is gone.
The Problem Nobody Talks About
You can vibe code it. Ship the MVP in a weekend. But the more you code, the more you spend maintaining it. Every feature you add makes the codebase harder to hold. Every integration adds another failure point. Every week the gap between “what you want to build” and “what you can actually ship” gets wider.
You tried hiring. A developer on Upwork costs $3,000/month — browse 50 profiles, interview 5, onboard 1. A full-time hire: $6,000. A small team: $25,000. Half of that goes to coordination, not creation. And you're still the bottleneck. Every brief, every review, every context dump flows through you.
Here's a formula nobody talks about: you need a minimum of 6 people working under you to truly succeed. That's the real barrier. Not talent, not ideas — leverage. How many people have 6 skilled workers dedicated to their project? Almost nobody. That's why most people plateau. With AI, this changes — permanently.
Your AI tools? Chatbots that forget everything overnight. Copilots that autocomplete but can't run a test suite, open a PR, or deploy a fix. They help you write code faster — but writing code was never the bottleneck. Managing, reviewing, testing, deploying, monitoring, coordinating — that's where 80% of your time goes.
Production breaks at 3 AM and nobody notices until morning. Context switching kills your flow across 12 tabs. Every new tool adds another login, another bill, another integration to maintain. Solo developers can't compete with 50-person teams. The gap between your ideas and your capacity to execute keeps growing.
By implementing codmir into your project and using the pipeline for development — even 1 person can ship like 20. A group of 10–20 developers can ship like thousands.
Meet codmir — a platform that gives you a team of 6+ AI agents from day one. Not chatbots. A working team. They observe your project, file tasks, write code, run tests, review changes, and deploy — in parallel, in real-time. Your machine runs the daemon. Our cloud runs the models. Together, they form a hybrid mesh where agents execute across both — cloud for brains, your hardware for hands. Every machine you add makes the mesh stronger. The project grows with your hardware, not your headcount.
Your agents read tickets, write code, run tests, open PRs, deploy to production, monitor for errors, fix them autonomously, and report back. You don't manage them — you direct them. Like a conductor with an orchestra, not a foreman counting hours.
The cost? A solo Upwork dev: $3,000/month. A small team: $25,000/month. codmir agents working in parallel on your codebase, 24/7, with perfect memory of every past decision — at a fraction of the cost.
The printing press democratized knowledge. The assembly line democratized production. The internet democratized distribution.
codmir democratizes mental labor. The ability to think, create, build, review, and ship — at scale — is no longer reserved for Fortune 500 companies with thousands of engineers. It's available to everyone. Right now.
Here's how we fix every piece of it.
Automated project pipeline
Ticket created → agent picks it up → writes the fix → runs tests → opens PR → deploys → marks done. The entire pipeline runs automatically. Work with tickets 20x faster than traditional methods. No standup needed.
- Ticket → code → test → deploy in minutes
- 24h review gate SLA
- Auto-assignment by agent skill
AI agents that manage themselves
Codmir agents read the ticket, grep your codebase, write the fix, run tests, open the PR with reasoning, and close the ticket. Up to 50 iterations per task. You review. They execute.
- Multi-step autonomous execution
- Approval gates for dangerous ops
- Multi-provider routing
Voice-first command center
Stop drowning in notifications. Speak to your entire workspace — review PRs, check deploys, triage bugs — all through natural conversation. Your voice controls the platform.
- Natural voice commands
- Wake-word detection
- Meeting transcription → tickets
Multiiligence — your team of 6, on day one
Here's a formula nobody talks about: you need at least 6 people working under you to truly succeed. That's why solo founders plateau. Codmir gives every user a team of 6+ AI agents — observing, filing, coding, testing, reviewing, and deploying — from the moment you sign up. Start with AI. Grow into humans. Scale to 20+.
- 6+ agents working in parallel on your project
- Cloud brains + local hands — hybrid execution
- Your machine is the server, our API is the brain
Overseer — your 24/7 guardian
A billing webhook crashes. Overseer detects it in seconds, traces the root cause, writes the patch, runs your test suite, deploys, and closes the ticket. Total time: 2 minutes. Humans involved: 0.
- Auto-detect → trace → fix → deploy
- Escalation: inbox → email → push → call
- Self-healing patches
Cortex Protocol — persistent AI memory
Every codebase pattern, past decision, learned mistake — persisted in an immutable chain that every agent reads before touching a line of code. No more re-explaining. Intelligence accumulates over time.
One workspace. One flow.
IDE, voice, chat, agents, MCP servers, tickets, deploys — all connected in a single pane. Fix a bug and the ticket updates, the PR opens, the deploy triggers, the alert clears. Automatically.
- Integrated terminal & IDE
- MCP server connectivity
- Single-pane workspace
Every team deserves an AI workforce
Not just the Fortune 500. A solo founder with Codmir ships faster than a team of 20 without it. A startup of 3 commanding 30,000 agents has more bandwidth than a 500-person company.
Hive Mind — collective intelligence
Multi-agent voting and consensus. Council Protocol for collective decision-making — AI and human together. When agents disagree, the council arbitrates. Shared memory across all agents.
Hybrid Mesh — cloud + your machine, working together
Your desktop isn’t just a client — it’s a server. Codmir’s daemon runs on your machine and joins a hybrid mesh with our cloud. AI inference happens in the cloud. File operations, tests, builds, and codebase access happen locally — zero round-trip delay. Add more machines, the mesh grows. Every computer you connect extends your project’s capacity.
- Cloud for brains, local for hands — hybrid execution
- More machines = more capacity — the project grows with hardware
- Encrypted P2P — code never leaves your hardware
Mobile command center
Approve PRs on the train. Voice channels with AI participants. Push notifications from Overseer. Your AI agent controls your phone via Socket.IO — device-as-a-tool, not device-as-a-distraction.
- Voice channels on mobile
- Push from Overseer
- Contact sync & deep links
MCP Connectors — AI controls everything
Two servers on the Claude marketplace. @codmir/mobile-connector gives AI control over your Android via ADB. @codmir/desktop-connector gives it screenshots, clicks, browser control, shell commands.
Open source — Apache 2.0
14+ packages published under Apache 2.0. The SDK, the tracking, the connectors, the agent framework — all free. We don't gate the tools. We gate the scale.
- @codmir/sdk
- @codmir/observe
- @codmir/mcp
Democratize mental labor
The printing press democratized knowledge. The internet democratized distribution. Codmir democratizes mental labor — the ability to think, create, build, review, and ship at scale. For the cost of a coffee.
Built for the Next Era of Work
Voice-native. Agent-first. Designed for humans who build.
Voice-Native Workspace
Speak to control your entire development environment. Voice commands, real-time transcription, and AI conversations.
Live Session Spectating
Join any teammate's session in real-time — see their screen, hear their voice, watch agents work. Like spectating a match, but for building software.
Real-Time Collaboration
Voice rooms with AI and human participants. Screen sharing, presence indicators, and live co-editing. Your team and your agents, in the same room.
Semi-Autonomous Agents
Agents that understand your codebase, execute multi-step tasks, and request approval only for dangerous operations.
Integrated Terminal & IDE
Code-server, terminal, and file system — all accessible through voice and agents. No context switching.
Persistent Memory
Agents remember past conversations, project context, and your preferences. Long-term and short-term memory built in.
Enterprise Security
End-to-end encryption, role-based access, audit logs, and SOC 2 readiness. Your code never leaves your control.
Universal Connectivity
MCP servers, webhooks, GitHub, and any API. Connect your entire toolchain through a single workspace.
Hybrid Mesh Network
Your machine is a server. Our cloud is the brain. Together they form a hybrid mesh where 6+ agents run in realtime — cloud handles inference, local handles execution. Add more machines, the mesh grows stronger.
AI Game Development
Godat — AI-driven game dev with Godot. Describe a game, agents generate scenes, scripts, and assets. Playtest in minutes, not months.
The World We're Building
Where AI works alongside you, not instead of you
Code with Your Voice
Navigate files, write functions, debug errors — all through natural conversation. Your AI agent pair-programs in real-time, understanding your codebase deeply.
Multiiligence
Every person gets a team of 6+ AI agents. Every machine they connect extends the mesh. Agents collaborate across cloud and local hardware in realtime — your project scales with your resources, not your headcount.
Bring Ideas to Life
Describe what you want to build. Watch agents scaffold it, connect APIs, write tests, and deploy — while you focus on the creative vision.
Democratized Power
You don't need to be a programmer. Voice-first interfaces and intelligent agents make the power of software creation accessible to every mind.