YOUR AI AGENT.
WRITES. FIXES.
GUARDS.
Chat with your codebase, get complete file rewrites, auto-heal crashes as they happen, and run security audits — all running entirely on your machine. Your code never leaves.
curl -fsSL https://uneven.dev/install.sh | bash WHAT IS
UNEVEN AGENT?
Uneven Agent is an autonomous, secure AI coding agent that integrates directly with your terminal workflows.
While you develop, it reads your execution streams in real time, catches errors before you notice them, applies targeted fixes, runs continuous security audits (Security Guardian), and lets you query your database in plain English — logging every action to a local Markdown file so you always know exactly what changed and why.
Built from the ground up to be bank-ready, Uneven excels in modern software ecosystems (TypeScript, Python, Go, Java…) as well as legacy infrastructures (COBOL, Assembly, Delphi). It operates as an autonomous AI assistant and security auditor working silently alongside your workflows.
NATIVE SPEED EVERYWHERE ELSE.
How Uneven Agent delivers localized execution velocity while protecting your workspace and API budgets.
Traditional AI assistants devour massive API quotas by re-uploading unoptimized project data. Uneven Agent implements a native context optimization that leverages warm provider caching. Complex queries are resolved with minimal resource usage, delivering substantial savings and highly accurate solutions in seconds.
Deep codebase scanning and mapping integrates directly with developer workflows. Uneven executes rapid automated processing directly on your hardware. By computing file index mapping locally, it achieves workspace analysis instantly, bypassing cloud latency entirely.
Data privacy is embedded directly into the operational core. When interfacing with local databases or performing analytical tasks, Uneven Agent enforces strict boundaries. Production datasets and sensitive core architecture remain completely isolated. You receive comprehensive analytics with the absolute assurance that project contents never leave your machine.
CAN DO
Every capability works locally and automatically, straight out of the box.
Talk to your codebase in plain text. Ask Uneven to write complete files from scratch or perform targeted refactors. It analyzes context, applies smart code corrections, and saves local history in Markdown so you can review and revert changes anytime.
developer chat · clean diffs · git-friendlyLet Uneven watch your dev server or test suites in the background. The moment a crash or compilation error triggers, it intercepts the stack trace and suggests a ready-to-apply patch instantly, cutting down debugging time to zero.
background diagnostics · auto-healing · stream watcherIndex source files, PDFs, spreadsheets, and active databases securely. Run high-performance local analysis, keeping your proprietary logic completely safe from external cloud leaks.
secure context · local database analysis · workspace optimizationKeep your workspace safe with real-time OWASP threat scanning, secrets detection, and malware verification before you commit. Runs as a headless validation pipeline to secure your code, dependencies, and infrastructure in one step.
malware & secrets scan · continuous pentesting · ci/cd checksDO RIGHT NOW
Four things developers use Uneven Agent for every single day.
Ask Uneven to analyze your last commit. It reads the diff, flags vulnerabilities, spots regressions, and gives you a clear summary — before you push.
review my last commitStart your dev server and let Uneven watch in the background. The moment a crash happens, it diagnoses the stack trace and prepares a ready-to-apply fix — no action from you needed.
uneven watch --cmd "npm run dev"Query your database by just asking a question. Uneven translates it to SQL, runs it read-only, and returns the answer. Your data never leaves your machine.
How many orders were placed this week?Open the Security Guardian from chat with one command. Run static scans, check for secrets, and probe your staging endpoint — all before anything reaches production.
/pentest
2 STEPS
Download and install the toolkit securely via cURL. No external dependencies or complicated setup required.
curl -fsSL https://uneven.dev/install.sh | bashLaunch the interactive shell to query your codebase, review commits, and run security audits instantly.
unevenFIXES.
LOGS.
Uneven Agent runs alongside your dev process, reading stdout and stderr in real time. The moment an error appears, it diagnoses the cause, applies a surgical fix and writes a detailed entry to .uneven/log.md — with file, line, column, diff and recommendation.
NEVER
SLEEPS
Every pull request is a potential attack surface. Uneven's Security Guardian runs continuously alongside your code, scanning for vulnerabilities in real time — from hardcoded secrets and OWASP patterns to supply chain attacks and live endpoint probes. Sensitive code never leaves your machine.
⚠ Active mode should only be used on systems you own or have explicit authorization to test.
BY DESIGN.
Most AI coding tools rely on your code being sent to their servers. Uneven Agent was built from day one to run entirely on your machine.
| Feature | GitHub Copilot | Cursor | Uneven Agent |
|---|---|---|---|
| Runs entirely locally | |||
| Zero code sent to cloud | |||
| Works with any AI model | |||
| Built-in security scanning | |||
| Background error watcher | |||
| Database querying in plain text | |||
| Malware & supply chain scanner | |||
| Free to start |
◑ Partial = feature exists but with limitations or requires paid tier
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LOCAL CONTROL.
Uneven executes all file scans, process monitors, and logic routing locally on your device. Swap language models seamlessly by connecting your preferred API keys or local Ollama daemons.
Runs fully on-device. No API keys, no external network requests, and zero metadata leakage. Optimized natively for secure local repositories.
engine: nativeSuperior cloud logic with ultra-low latency. Connect your Google AI keys for quick, cost-effective reasoning fallbacks.
engine: cloud apiIntegrates with any custom model installed in your local Ollama instance (such as Llama 3 or Qwen) for private local tasks.
engine: local daemonIntegrates GPT-4o models directly into your terminal. Combines cloud intelligence with local project execution boundaries.
engine: cloud apiConnects Claude Sonnet models. Ideal for deep codebase reasoning and complex multi-file logical refactoring.
engine: cloud api YOUR AI AGENT IS
ONE COMMAND AWAY.
Start free. Runs entirely on your machine. No cloud required, no data sent anywhere — just a powerful AI agent working alongside you from the first keystroke.