Introducing DevPilot: One Developer, 100x Output
Today we’re introducing DevPilot – a development velocity engine that gives a solo developer the output of a 100-person engineering team.
Not 10x. 100x.
The Problem
As solo developers, we’re expected to wear every hat:
- Write features, fix bugs, review code
- Run tests, track coverage, manage quality
- Deploy infrastructure, monitor uptime
- Create documentation, reports, changelogs
- Track sprints, manage backlogs, plan roadmaps
- Generate content, pitch decks, blog posts
That’s 6+ full-time roles. No human can do all of them well.
The Solution: 100 Virtual Team Members
DevPilot replaces those roles with AI-powered agents orchestrated by a Rust engine and controlled from a single CLI:
graph LR
YOU[You] --> DP[DevPilot CLI]
DP --> PM[Product<br/>Planning]
DP --> DEV[Engineering<br/>Agents]
DP --> QA[Testing &<br/>Verification]
DP --> OPS[DevOps &<br/>Deploy]
DP --> DOC[Content &<br/>Docs]
DP --> DATA[Metrics &<br/>Learning]
style DP fill:#4F46E5,color:#fff,stroke:#4F46E5
style YOU fill:#059669,color:#fff,stroke:#059669
You make the decisions. They handle the execution.
| Traditional Team | DevPilot Equivalent |
|---|---|
| Product manager | dp ideate – generates requirements from text, voice, screenshots |
| 10 engineers | dp sprint auto – dispatches parallel AI agents |
| QA team | Verification gates after every task |
| DevOps | dp ship – build, test, deploy, verify |
| Technical writer | dp content – reports, docs, blog posts |
| Data analyst | Self-learning loop captures every outcome |
How the Engine Works
graph TB
INPUT[Any Input] --> IDEATE[Ideate & Plan]
IDEATE --> SPRINT[Sprint with<br/>Dependency Graph]
SPRINT --> ORCH[Orchestrator]
ORCH --> B1[Agent 1]
ORCH --> B2[Agent 2]
ORCH --> B3[Agent 3]
ORCH --> B4[Agent 4]
B1 --> GATE[Verification Gate]
B2 --> GATE
B3 --> GATE
B4 --> GATE
GATE --> LEARN[Learn & Store]
LEARN --> KB[(Knowledge Base)]
KB -.->|Smarter next time| ORCH
style ORCH fill:#4F46E5,color:#fff
style KB fill:#059669,color:#fff
style GATE fill:#D97706,color:#fff
- Ideate – Turn any input (text, voice, screenshot, PDF) into structured requirements
- Plan – Auto-generate a sprint with dependency graph and parallel batches
- Execute – Up to 8 agents work in parallel with stuck detection and checkpoints
- Verify – Every task passes through automated verification gates
- Learn – Successes and failures feed back into the knowledge base
The self-learning loop is what makes this compound: each sprint is smarter than the last.
Sprint Management from the CLI
Full sprint tracking without leaving your terminal:
dp sprint status # View sprint progress
dp sprint status --board # Kanban view
dp sprint auto # Let agents drive
dp sprint auto -m 8 # 8 parallel agents
Content Factory
Auto-generates everything a content team would produce:
dp content sprint-report # Sprint report with metrics
dp content release-notes # Changelog from git
dp content blog # Blog post from project data
Cross-Project Intelligence
Every project feeds learnings to every other project. A bug fix pattern from one codebase enriches the knowledge base for all managed projects.
graph TB
P1[Project A] --> KB[(Shared<br/>Knowledge Base)]
P2[Project B] --> KB
P3[Project C] --> KB
KB --> P1
KB --> P2
KB --> P3
style KB fill:#059669,color:#fff
A single insight propagates to every project automatically. The knowledge flywheel becomes the moat.
Built with Rust + Flutter
| Component | Technology |
|---|---|
| Core Engine | Rust – speed, safety, concurrency |
| CLI | 42+ commands, NLP interface |
| Gateway | Axum, JSON-RPC over WebSocket |
| Command Center | Flutter desktop + mobile |
| Database | PostgreSQL – source of truth |
| AI | Pluggable – Claude, GPT, Ollama |
The Numbers So Far
| Metric | Value |
|---|---|
| Projects managed | 7 |
| Sprints completed | 55+ |
| Tasks tracked | 600+ |
| Cross-project learnings | 200+ |
| Parallel agents | up to 8 |
| Human operators | 1 |
What’s Next
- Voice Commands – Talk to your agents
- Rapid Build – Idea to running app in 30 minutes
- CoPilot Mobile – Approve agent decisions from your phone
- 1000 Agents – Scaling the orchestrator to manage 100 projects simultaneously
The 100x Philosophy
- Replace departments, not tasks – Entire functions automated end-to-end
- Self-improving – Every execution makes the next one better
- DB-first – PostgreSQL is the source of truth, not files
- Ship > Perfect – Working code beats polished plans
- Offline-first – Local tools before cloud. AI is the last resort
The foundation is live. 7 projects, 600+ tasks, 200+ learnings, all managed by one developer with AI agents doing the work of a full team.
One developer. 100 virtual team members. Zero meetings. Follow along on our blog.