Friction
Reduction
for AI Coding.
Unmanaged AI tools suffer from runaway token drag (μ = 2.40), git workspace corruption, and context drift. Zenborg applies mechanical engineering principles to software agents: isolated worktrees, adversarial pre-flight verification, and zero middleman markups.
Engineered to Eliminate AI Friction Points.
SPEC: COMPOSITE WORKTREE HARNESS
Worktree Isolation
Each AI task executes inside an independent, zero-overhead git worktree. If an agent hallucinates, main remains pristine.
Pre-Flight Review
A designated adversary model audits diffs, verifies unit test coverage, and inspects edge cases before human presentation.
Multi-Model Teaming
Deploy Claude Code for complex planning, Codex for rapid code generation, and Gemini for ultra-long context validation.
Local Sovereign Execution
100% on-premise execution on Apple Silicon and Windows x64. Source code never leaves your local hardware.
Watch Your AI API Costs
Plunge by 99.92% to Practically $0.
Stop burning $200+/month on routine syntax and repair loops. Zenborg delegates implementation to free local quotas and fast workers, keeping flagship models only for architectural planning and final review.
Why Spend Hundreds When Your Loop Can Cost Pennies?
When you run solo agents, you pay premium flagship rates for every comma and import statement. Zenborg's Smart Router offloads 95% of execution tokens to free local quotas and fast workers.
API Console Snapshot a day after using Zenborg
Captured directly from production usage after switching to Zenborg worktree loops:


Period: Active development cycle · Telemetry shows $0.02 total spend across 34 multi-agent runs
Unlimited Multi-Agent Power. 100% Free.
Test Zenborg with your existing Claude, ChatGPT, Gemini, OpenCode, Hermes, and other agent setups. During the public beta, every single capability is unlocked with no limits and no credit card required.
All Capabilities Unlocked. Unlimited Everything.
Run autonomous multi-agent loops across Claude Code, Codex, Gemini, OpenCode, Hermes, and more. No credit card required, zero per-token markup, and zero cloud lock-in. Everything executes locally on your hardware.
- ✓Save Time: Zero Prompt BabysittingHand off a task once; autonomous loops plan, test, and self-correct without manual oversight.
- ✓Save Money: Cut API Costs by 99.92%Offload heavy repetitive tasks to fast workers and unlock your existing subscription quotas.
- ✓Ship on Autopilot: Isolated WorktreesZero branch pollution; all agents test code in isolated git worktrees before you merge.
- ✓Zero Markup on TokensUse your current CLI logins with 100% of your included subscription quotas ($0 extra fees).
- ✓100% Local-First PrivacyYour repository stays on your machine. Zero code telemetry or cloud storage.
- ✓Founding User StatusReceive exclusive benefits and grandfathered perks for helping shape Zenborg.
No credit card. No trial limits. Instant cryptographic licence generation.
Save time & money: Cut API bills by 99.92%, stop babysitting prompts, and ship tested code on complete autopilot.
Runs locally on macOS Apple Silicon & Windows 10/11
Questions Builders Ask Us
Everything you need to know about local-first multi-agent loops, zero API overhead, and the free beta.
Do I need to pay for extra AI API tokens or wrapper credits?
Where does my source code go?
How does the multi-agent review actually catch bugs?
What happens when the Beta ends?
How quickly do I get started?
Claim Your Hardware Beta Key
Enter your details to receive an instant Ed25519-signed beta key. Uncapped parallel loops, unlimited projects, and 100% local execution on macOS & Windows.
