Every bug reported. Any software. Instantly.
A developer finds a bug in someone else's software. Today, that means navigating a support portal, writing a ticket, waiting weeks, following up, remembering the details. Energy wasted on both sides.
What if you just told Claude?
The way bug reporting works today is broken.
Weeks wasted
You find a bug in a third-party API on Monday. You file a ticket on their portal. You get an auto-reply. A week later, someone asks you to reproduce it. You've already forgotten half the context.
Both sides lose
The startup whose API broke your feature doesn't know about it for days. Their users churn. Your feature ships late. Two teams burning resources because there's no fast channel between them.
Developers give up
Most bugs never get reported. The friction is too high. You work around it, ship with a hack, and move on. The bug lives forever because nobody had the energy to file it properly.
Now you just tell Claude.
Add one line to your CLAUDE.md. From that moment, Claude can report a bug to any company in the world — structured, detailed, with full technical context — the way developers actually communicate.
You tell Claude
"Stripe's webhook retry logic is broken — it sends duplicate events when the endpoint returns 202 instead of 200. I've seen it three times this week."
Claude files the report
Claude calls report_bug with the vendor name, a structured description, reproduction steps, and severity. Codmir auto-creates the vendor page if it doesn't exist.
The report is live
The bug report appears on Stripe's public vendor page on Codmir. Other developers who hit the same bug find it, upvote it, add context. Signal builds.
The vendor sees it
Stripe's team sees a structured, upvoted bug report with reproduction details from multiple developers. Not a vague support ticket. A real engineering signal.
Claude becomes the worldwide
bug reporting tool.
Think about what happens when every developer with Claude can report a bug to any company by just saying it out loud while they work.
No support portals. No hold queues. No writing the same reproduction steps in three different formats for three different ticketing systems. You describe the bug in the most natural way developers already communicate — through their code editor, through their terminal, through Claude.
This is a game changer.
A startup in Berlin hits a bug in an API from a startup in Singapore. Today, that's weeks of email threads, timezone gaps, and lost context. With Codmir, it's one sentence to Claude. The report is structured, searchable, upvotable. Other developers who hit the same bug find it and add signal. The vendor sees real demand, not noise.
Why this scales like lightning.
Zero friction reporting
The CLAUDE.md instruction is one line. The MCP tool is report_bug. The input is natural language. There is no "bug reporting workflow" to learn.
Universal coverage
Works for any software vendor in the world. Claude auto-creates the vendor page on first report. No integrations needed on the vendor side.
Network effects
Every bug report makes the next one more valuable. Duplicates merge. Upvotes surface priority. Vendors who respond build reputation. The system gets smarter with every developer who joins.
Developer-native
Reports come from developers who understand the bug. Structured reproduction steps, stack traces, version numbers — not support ticket prose. Engineering signal, not noise.
Bug hunting becomes
a part-time job.
Developers can't help it — they notice bugs in every tool they touch. It's an instinct. But today, acting on that instinct means navigating someone else's ticketing system, their support portal, their format. So most bugs never get reported. The energy dies.
Codmir removes the friction entirely. You just tell Claude. When thousands of developers report bugs against the same vendor, those reports stack up — structured, upvoted, from real engineers. That's a signal no company can ignore.
Companies claim their vendor page on Codmir. They see the volume. They see the severity. And they start rewarding the developers who found the bugs — free subscriptions, credits, bounties, promotional access.
Finding bugs becomes a paid skill. Reporting them becomes a side hustle.
Vendors reward reporters
Companies offer bounties, free tiers, and credits to developers who file quality bug reports. The incentive loop is natural — better reports mean faster fixes.
A new kind of remote work
Millions of developers worldwide, reporting bugs as they encounter them. Not a full-time job — a background income stream from doing what they already do: noticing when software breaks.
Reputation that compounds
Developers build a public track record of quality reports. Higher reputation unlocks higher-tier bounties. Your ability to explain bugs clearly becomes a measurable, marketable skill.
The world's largest bug hunt
Every developer with Claude is a potential bug hunter. Every piece of software they touch is in scope. The platform grows with the developer population — and Claude is everywhere.
How it works.
Three MCP tools. That's it.
report_bugReport a bug against any software vendor. Includes title, description, severity, reproduction steps, and environment. Auto-creates the vendor page if it doesn't exist.
search_bug_reportsSearch existing reports before filing a duplicate. Claude does this automatically — it checks for similar bugs before creating a new report.
upvote_bug_reportAdd signal to an existing report. When Claude finds a matching bug, it upvotes and adds your context instead of creating noise.
Report bugs from your own code.
@codmir/report — a zero-dependency client SDK for filing, searching, and upvoting bug reports programmatically. Works everywhere fetch works. Apache 2.0 open source.
npm install @codmir/report
import { Codmir } from '@codmir/report'
Codmir.init({ projectKey: 'your-key' })
// File a structured bug report against any vendor
await Codmir.reportBug({
vendor: 'stripe',
title: 'Webhook retries on 202',
description: 'Duplicate events when endpoint returns 202...',
severity: 'HIGH',
reproSteps: '1. Set up webhook endpoint returning 202\n2. Send test event...',
})
// Auto-capture exceptions (Sentry-style)
await Codmir.captureException(error, {
vendor: 'vercel',
product: 'build-output-api',
})
// Search existing reports before filing
const results = await Codmir.searchBugs({
vendor: 'stripe',
query: 'webhook retry',
})One instruction. That's all it takes.
Copy this prompt into Claude Code or any AI agent. Claude reads the README, sets up the MCP server, and starts reporting bugs automatically.
Set up Codmir bug reporting for this project. Follow the instructions at https://github.com/codmir-labs/mcp/blob/main/README.md to add the Codmir MCP server.
Claude files structured reports, searches for duplicates, and upvotes existing ones automatically.
The full 44-tool workspace (project management, tickets, AI agents, desktop control) is available on PRO.
The world operating system.
Codmir means "code the world." When every developer can report bugs to any software company through Claude, and every company can reward the developers who make their products better — that's not just a platform. That's the operating system for how software quality works worldwide.
The volume of real engineering signal flowing between companies will increase by orders of magnitude. Not support noise — structured, searchable, upvotable bug reports from the people who actually understand the software. It will accelerate progress worldwide by 10x, 20x, in ways we can't fully measure yet.
Every developer with Claude becomes a contributor to the quality of every piece of software they use. Every vendor who listens gets better, faster. The ones who don't fall behind.
This is inevitable. It starts with one MCP tool and one line in your CLAUDE.md.