No Orchestration
Every tool solves one piece. Nobody coordinates discovery, implementation, and validation as one process.
Introducing hashd — hashd orchestrates the world's best AI coding agents into a disciplined engineering process — so you ship faster without losing control, traceability, or sleep.
From requirements to production — orchestrate a team of the world's best agents with full understanding of the code base
The Problem
The gap between AI writing code and code shipping
Teams have tools that can generate code, but not a system that drives disciplined delivery from requirement to merge.
No Audit Trail
Without provenance, you cannot explain why code exists or produce decision records defensible under review.
No Process
Ad-hoc prompting has replaced disciplined engineering. You need a pipeline where each phase has a clear purpose.
How It Works
From requirements to production
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Discovery
Analyze requirements and codebase
planner -
Planning
Break work into micro-commits
planner -
Implement
Agents write code in isolated branches
coder -
Test
Validate every commit automatically
system -
Review
AI-powered confidence-scored review
reviewer -
Merge
Gated merge with full provenance
system
- Discovery & Planning
- Analyze requirements, survey the codebase, and break work into atomic micro-commits.
- Implementation
- Agents write code in isolated worktree branches with full codebase context.
- Testing
- Every commit is validated automatically against the project test suite.
- Review
- AI-powered review produces confidence scores and flags regressions.
- Merge
- Gated merge with complete provenance linking code to requirements.
- Delivery
- Full audit trail from requirement through merge, ready for governance review.
Why hashd
Best-of-Breed Agent Orchestration
Harness leading AI agents and assign each to the phase where it performs best.
Full Lifecycle
Run discovery through merge in one disciplined flow, not just code generation.
Complete Provenance & Governance
Ensure every line traces back to a requirement, story, and review record.
Flexible Human-in-the-Loop Control
Switch across three autonomy modes while enforcing your process and rules.
Correctness Over Speed
Use micro-commits, automated testing, and confidence-scored review for safer delivery.
Intelligent Context Curation
Feed only minimal fresh relevant context to improve quality and lower cost.
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Oscillation Detection & Recovery
Detect agent doom loops automatically and recover with reframed context or human escalation.
Pair Developer / Pair Architect
Chat live with an AI agent that has full context on your workstream and codebase.
Parallel Workstreams, Zero Collisions
Run multiple features in isolated worktrees with automatic conflict detection and resolution.
Cost-Efficient Generation
Curate minimal context to get better results with fewer tokens and lower cost.
13-State Workflow Engine
A real state machine with validated transitions that survives crashes and drives the TUI.
Three-Tier Provenance
Raw logs, structured transcripts, and human-readable records trace every line to its origin.
Rich TUI Dashboard
Real-time terminal dashboard to monitor agents, review diffs, and approve commits.
Deep Semantic Code Understanding (Coming Soon)
AST-aware code understanding for faster, more accurate, and token-efficient generation.
Agent Ecosystem
The best models. One disciplined process.
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Claude Code
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Codex
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Gemini CLI
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OpenCode
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Kimi Code
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Qwen Code
Orchestrate the crowd. Ship with confidence.
From requirements to production — orchestrated, auditable, yours.