The physical layer
for Claude.
We built an autonomous development workstation — and accidentally discovered a billion-dollar ecosystem. Every developer finds bugs in software they don't own. Codmir makes Claude the only AI that turns that habit into rewards.
200 million developers.
A new source of income from what they already do.
Every developer finds bugs in other people's software every day. Some of us can't let it go — it's a compulsion. We have to report it. But today that takes 15 minutes in the best case: find the company's support page, create an account, write a structured bug report, attach screenshots. Worst case — the company has no public reporting system, and you're left writing an app store review just to get someone's attention. You might even spend time asking an LLM to generate the report, then copy-pasting it into a form.
With Codmir, that same report takes under 60 seconds. One line in a CLAUDE.md file, and every bug you encounter gets reported directly to the vendor — structured, reproducible, filed. No digging up contact forms. No creating accounts. No copy-pasting. Claude handles the report. Your compulsion becomes a superpower.
Rewards aren't purely monetary. Vendors choose how to reward: a free month of their product, priority support, credits, recognition badges — or cash bounties. Merit accumulates. Be the first to report, provide a clear reproduction, explain the root cause. Vendors decide what quality looks like.
Codmir is the intermediary — we connect reporters to vendors, not guarantee payouts. The roadmap: a full monetary reward ecosystem powered by Claude, making this platform absolute on the market.
One click to give 200 million developers a new reward stream — built purely out of habit.
Why not JIRA? Linear? Monday? GitHub?
We complete them.
And if users want, they can switch.
JIRA, Linear, Monday.com, and GitHub Issues track bugs inside a company. They could build external bug reporting — but they won't do it better than a system designed for it from day one, distributed through the world's most capable AI agent.
Codmir integrates with them. When a bug report comes in, we deduplicate against the company's existing JIRA board, Linear project, Monday workspace, or GitHub Issues. No migration. No switching. The bugs and suggestions that companies missed just appear in the tools they already use. Incredible value creation — hidden bugs, months of undiscovered issues, all surfaced by a community of 200 million developers today and a projected 1 billion by 2030.
We can't replace GitHub — and we don't want to. GitHub is foundational infrastructure. Codmir is an addition to that ecosystem. But for teams starting from scratch, Codmir can replace Linear, Monday, JIRA, and even Codex entirely — project tracking, bug management, autonomous code execution, and workflow built around Claude from the ground up. We compete directly with Codex on the autonomous development front, but with a full ecosystem behind it.
This creates value for companies and startups all over the world without them knowing — exploits they haven't caught, UX issues their QA missed, customer support problems that never got filed. All surfaced by developers who encountered them naturally while using Claude.
We're not a bug tracker. We're the intake layer that feeds every bug tracker — and for new teams, the tracker itself.
Claude has intelligence. It doesn't have a body.
Anthropic built the most capable AI reasoning model in the world. But Claude lives behind a text box. It can think about your code but can't take over your screen. It can plan a fix but can't verify it worked. It can advise you but can't whisper in your ear while you're walking to a meeting.
Codmir is building every layer between Claude's intelligence and the physical world — the desktop that gives it screen control, the daemon that gives it persistence, the bug bounty ecosystem that gives it economic power, and the compute mesh that gives it scale.
We're not a wrapper. We're the infrastructure Claude needs to exist in the real world.
A full-stack AI workstation — shipping today.
Not a prototype. A production monorepo with 570+ API routes, real users, and infrastructure that runs 24/7.
Desktop + CLI + IDE
Tauri desktop client, command-line daemon, and a frozen VS Code fork — three surfaces, one unified experience. macOS, Windows, Linux.
AI Service Mesh
7 persistent Claude-powered agent roles — overseer, monitor, healer, builder, reviewer, sentinel, nanny — autonomously maintaining infrastructure via Claude's tool_use API.
Universal Bug Bounty
MCP-native bug reporting distributed via CLAUDE.md files. Every Claude Code user becomes a potential bug hunter. Any company. Any software. One sentence.
Voice-First Development
Sub-150ms voice command execution over WebRTC, targeting 20ms. Claude as the primary code generation backend. Speak, and your workstation executes.
Compute Mesh
Device + cloud hybrid compute orchestrated by Claude agents. Your machines form a mesh. Claude manages the topology.
Safety-First Architecture
Every autonomous action follows ANALYZE → PLAN → EXECUTE → VERIFY. Dangerous tools require human approval. The agent proves its work, not just reports it.
Built fast. Shipping faster.
CLI + daemon shipping
Full install flow across macOS, Windows, and Linux. Background agent daemon with persistent task execution.
Community & partnerships
Official WeAreDevelopers partnership — 33K+ developer community for staged rollout: 20 alpha testers, 50 beta testers, then broader access. Meetup Pro approved across multiple cities.
Self-hosted CI/CD
GitHub Actions runner on Mac hardware for iOS builds. Secrets in vault, build logs preserved. Production-grade pipeline.
Features in progress.
Beyond the core ecosystem, Codmir is building additional capabilities that extend Claude's presence into the physical world.
Earpiece — Claude in your ear
iOS app powered by Apple Neural Engine. AI call assistant, whisper mode during meetings, hands-free voice control. Sub-150ms latency, targeting 20ms.
Voice-first workstation
Your entire workstation responds to voice. 'Deploy staging.' 'Show me the error.' 'Fix it.' The screen follows the voice.
Car display integration
Real-time translation subtitles on Android Auto. One-directional privacy — Claude speaks, the screen shows context.
Proactive notifications
Claude initiates conversations when something needs attention. Spoken, not displayed. Event-driven, not polling.
Two giants. One bridge.
Codmir sits at the intersection.
Microsoft spent $7.5 billion to give Copilot a developer platform. That's how much it costs to combine AI intelligence with developer infrastructure. Anthropic has the intelligence. GitHub has the infrastructure. Neither has both — and neither is building the bridge.
Codmir is the bridge. We're already Claude-native — every autonomous action runs on Claude's tool_use API, our 7-agent service mesh runs on Claude 24/7, our model router defaults to Claude for code generation. And we're already GitHub-native — our CI/CD runs on GitHub Actions, our bug bounty deduplicates against GitHub Issues, our workstation integrates with GitHub repositories, and we compete directly with Codex on autonomous code execution.
Anthropic can get everything Microsoft bought with GitHub — developer community, economic incentive, project tracking — through Codmir. Without the $7.5B acquisition. And GitHub can get what Copilot is trying to become — an AI-native developer economy with real rewards — through the same platform.
Whoever moves first gets the strategic advantage. Both together create something neither can build alone.
Claude's physical layer
We're in conversation with Anthropic's VC Partner Program. Codmir gives Claude hands (workstation), a voice (earpiece), and an economy (bug bounty). Every layer we build makes Claude more capable in the physical world.
- -Claude-first model routing for all AI operations
- -44 MCP tools — native Claude Code integration
- -Bug bounty distributed via CLAUDE.md
- -Parental Leash safety — mirrors Anthropic's values
Developer infrastructure layer
Codmir already runs on GitHub's infrastructure. The integration is built. What's missing is the partnership that turns GitHub Issues into a reward channel and GitHub Actions into an AI-orchestrated pipeline.
- -Bug bounty deduplicates against GitHub Issues
- -CI/CD on self-hosted GitHub Actions runners
- -Webhook-driven AI code review on PRs
- -Competes with Codex on autonomous execution
The strategic endgame
Codmir makes Claude the developer platform that beats Copilot — not by competing on autocomplete, but by building an economic ecosystem Microsoft can't replicate. GitHub has repositories. Claude gets a developer economy. When developers earn through Claude, they don't switch. The ecosystem becomes the moat. And when Claude gets better, every layer of Codmir gets better automatically — we're building the distribution, not the intelligence.
The structure: 50/50 on the VC side. Equal stake, equal upside, equal risk between strategic partners — separate from founders, co-founders, employee equity, and community allocation. Both partners share profits and losses. No silent investors — active strategic partners building the bridge together.
Free to start. Pro to build.
Two tiers, clean separation. Free gets you in. Pro unlocks the full workstation.
Credits via proxy
- -Bug reporting (unlimited)
- -Basic workspace tools
- -Community access
- -AI credits through Codmir proxy
Bring your own key
- -Full 44-tool workspace
- -AI Service Mesh (7 agent roles)
- -Voice-first development
- -Compute Mesh access
- -Earpiece app (when shipped)
- -Use your own API keys — no markup
Six layers. One system.
Each layer gives Claude a new capability it doesn't have on its own. Together, they form a complete physical runtime for AI intelligence.
MCP tools in every Claude Code session. One line in CLAUDE.md activates the entire ecosystem. 200M+ developers as the distribution channel.
Bug bounty rewards, vendor integrations, merit scoring. Developers earn from bugs they already find. Claude becomes the first AI that pays you to use it.
7 AI agent roles running 24/7 — overseer, monitor, healer, builder, reviewer, sentinel, nanny. Self-maintaining infrastructure powered by Claude's tool_use API.
Device mesh + cloud orchestration. Your machines form a network. Claude manages the topology, scales workloads, and distributes tasks across the mesh.
Desktop app, CLI daemon, and IDE — three surfaces for screen control, persistent task execution, and autonomous development. macOS, Windows, Linux.
Earpiece on iOS. Sub-150ms voice commands. AI call screening. Whisper mode during meetings. Claude speaks — no screen required.
Production monorepo. Type-safe end to end. 570+ API routes. Zod-validated data flows.
The world operating system.
Codmir means two things. In code, it means “code the world” — build software that touches everything. In Bosnian, “mir” means peace. The name is the mission: code the world into a better state.
That's not a tagline — it's the reason this company exists. When 200 million developers can report bugs in any software they use, and get rewarded for it, the entire digital world gets more reliable. Software that crashes planes, loses medical records, or locks people out of their bank accounts — those bugs exist right now, discovered by developers who have no channel to report them. Codmir creates that channel.
The bug bounty ecosystem is the wedge. A developer uses Claude Code, finds a bug in someone else's software — as they do every day — and reports it without leaving their workflow. The vendor rewards them. Multiply that by 200 million developers and you have a self-sustaining economy that only exists because of Claude. A global immune system for software — powered by the people who understand it best.
Build this ecosystem for Claude only, and no developer would want to use another agent. The workstation, the daemon, the mesh, the bug bounty — these aren't separate products. They're layers of the same thing: an economic and physical runtime for AI intelligence. Today it's developers. Tomorrow it's every knowledge worker who needs an AI that can see their screen, hear their voice, and act on their behalf.
We're not building a developer tool. We're building the infrastructure that makes the digital world safer, more reliable, and more fair — and we named it after what that world could become.
The ask.
Seed funding to scale the bug bounty ecosystem and compute mesh. The workstation is built. The AI service mesh is running. The MCP distribution channel is live. What we need is capital to build the reward economy that makes Claude absolute on the market.
The bug bounty platform grows with every Claude Code user who adds one line to their CLAUDE.md. The compute mesh scales from single-machine to multi-device orchestration. The earpiece ships on iOS as an additional surface. Within a year of investment, this ecosystem can be operational at scale.
This is inevitable. Claude will exist in the physical world. We're building the layer that makes it happen.