AI Software Factory / Rust / Self-Learning

One person built
64 products.

DevPilot is the AI-native engine that turns a solo founder into a shipping machine. Parallel agents. Self-learning loops. Rust core. No team required.

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64Products
600+Sprints
4,200+Tasks Done
190K+Lines of Rust
1Person

See the engine in action.

Four commands. That is the entire workflow. Describe, build, ship, monitor.

From idea to deployed in hours.

Four steps. No standups. No tickets. No meetings. Just describe what you need and watch it ship.

1
Describe
Tell us the problem in plain text, voice, or a spec document. The system understands context.
2
Research
4-6 AI agents analyze market, competitors, tech stack, and regulations in parallel.
3
Build
Orchestrated sprints: agents write code, tests, and migrations. Verification gates catch every regression.
4
Ship
Deploy to your hardware. You own everything. Zero cloud dependency. Full source code.

What happens when you say "build this."

A real example: "I need a GST invoicing app for Indian kirana stores." Here is what fires in the first 30 minutes.

Minute 0-2
Parse Intent Register Project Create Directory Seed DB Record
Minute 2-7
5 Research Agents Parallel Execution Market Analysis Competitor Scan Tech Stack Decision
Minute 7-12
Research Synthesis Planning Doc (500+ lines) DB Schema Design API Surface
Minute 12-15
12 Architecture Decisions Survey Captured Code Review Gate
Minute 15-20
Sprint Created 18 Tasks, 5 Waves Dependency DAG Ready to Execute
Minute 20-30
Wave 1: 3 Agents Migrations Models Config Verification Gate

By minute 30, the database is live, models are defined, and the first API endpoints are compiling.

Software companies are broken.

Hiring is slow. Coordination kills velocity. Most startups die building, not selling.

Hire, Train, Repeat

6-month ramp-up per engineer. Context is lost every time someone leaves. The codebase becomes a guessing game.

Meeting Tax

Standup, retro, planning, sync. 40% of engineering time is spent coordinating, not coding.

Context Collapse

No single person understands the full system. Decisions are made with partial information. Bugs compound.

Toolchain Fragmentation

Jira for tickets. Confluence for docs. Slack for comms. GitHub for code. Nothing talks to anything.

Rust all the way down.

One binary. One language. Zero Node.js, zero Python glue, zero YAML pipelines. PostgreSQL is the source of truth.

Interface
dp CLI DPXray (SwiftUI) MCP Server JSON-RPC Gateway
Orchestrator
Agent Dispatch Task Decomposition Verification Gates Parallel Batches
Intelligence
Self-Learning Context Tiering Pre-Flight Recall Accuracy Engine
AI Providers
Claude DeepSeek Groq Ollama (local) AIProvider Trait
Data
PostgreSQL 480+ Migrations 200+ Tables pgvector

Not incremental. Exponential.

Side-by-side comparison. Same scope. One uses DevPilot, the other uses a conventional team.

Task DevPilot Traditional Team
Full-stack featureDB + API + UI + tests 45 min 2-3 weeks
Sprint (20 tasks)Parallel agent orchestration 4 hours 2 week sprint
New product MVPResearch to working app 1-2 days 3-6 months
Landing page deployDesign + code + SSL + live 20 min 1-2 weeks
Database migrationSchema + idempotent + verify 3 min 1-2 days
Test suite (200+ tests)Unit + integration + E2E 2 hours 1-2 weeks
Multi-language i18n12 languages, 300+ keys each 90 min 3-4 weeks
Security auditOWASP, secrets scan, compliance 30 min 1-2 weeks
27-40x faster
Measured across 600+ sprints. Not a projection.

64 products. 9 verticals. One platform.

Every product here was built by one person using DevPilot. Click a vertical to explore.

QuickBillPro

GST invoicing for Indian SMBs. Template engine, WhatsApp share, offline-first SQLite.

Beta 12K+ invoices generated

UdyamPilot

Government scheme navigator for Indian MSMEs. Matches businesses to subsidies and grants.

Beta 12 languages

Artha Protocol

Financial OS for AI agents that earn. HTTP 402 payment gates, escrow, and compliance.

In Dev ed25519 signing chain

LetsCommerce

Agentic commerce platform. 11 modules covering trust, logistics, support, and analytics.

In Dev $2.4B TAM

Dhanvantari OS

Hospital AI operating system. OPD queue, billing, pharmacy, patient records.

In Dev 8 modules consolidated

UttaraRaksha

Multi-hazard geo platform for Uttarakhand. Landslide prediction, flood mapping, evacuation.

In Dev IIT Roorkee collab

Saathi AI

STEM education platform. 20 interactive physics simulations, PWA, offline support.

Live Telugu + Kannada

OmniLearn

Adaptive learning engine. Personalized curriculum paths based on real-time performance.

In Dev Spaced repetition

Avartan

Engineering simulation. CFD solvers (Panel2D + LBM), structural analysis, Arduino firmware gen.

In Dev Dual-solver CFD

FleetPilot

Corporate transport SaaS. Route optimization, driver management, VROOM solver.

In Dev $7-8B TAM

Vayu

Computational fluid dynamics toolkit with LBM solver and Arduino firmware integration.

In Dev 7 Rust modules

DevPilot Core

The engine itself. 190K+ lines of Rust. Orchestrator, learning loop, agent dispatch, MCP server.

Live 480+ migrations

MeetBot

Pure Rust meeting assistant. Voice-to-project pipeline, Google Drive poller, transcript extraction.

In Dev 5,775 LOC

Raksha

6-layer AI safety system. Scope guard, content classifier, audit logging, compliance gates.

Live 4,328 LOC

AdPilot

AI ad creative engine. Telegram poster, multi-platform campaigns, analytics dashboard.

Beta 200+ templates

SellPilot

E-commerce intelligence. Product recommendations, pricing analysis, demand forecasting.

In Dev Multi-channel

CyberForge

Security scanner orchestrator. Nmap, Nuclei, ZAP integration. CVE enrichment with EPSS and KEV.

Live 302 tests

ForgeStrike

Offensive security framework. Exploit modules, C2 server, fuzzing engine, payload generators.

In Dev 5,904 LOC

CyberRaksha

AI content safety. 6-tier filtering with scope guard, classifier, gate, and audit trail.

Live 248 tests

dp-3d

3D data visualization. WebGL shaders, WebXR support, LOD rendering, sci-fi HUD interface.

Live 8 GLSL shaders

DPXray

Native SwiftUI command center. 351 files, project health radar, sprint pipeline views.

Live 95K+ LOC

LaunchGate

Landing page deployment engine. Nginx configs, SSL automation, content quality gates.

Live 18+ domains

Auto-Sync Protocol

Bidirectional code and DB sync between local and VPS. Append-only, conflict-free, 3-hour cycle.

Live Zero conflicts

Agent Scheduler

Autonomous job execution. Cron-based dispatch, sales lead enrichment, notification pipeline.

Live 16 JSON-RPC methods

Built on proven foundations.

Every technology chosen for performance, reliability, and long-term maintainability.

Rust PostgreSQL Three.js Flutter SwiftUI WebAssembly Axum SQLx Tokio Claude API pgvector Docker

All code runs on your hardware. No cloud subscriptions. No data leaves your network. Full source code ownership from day one.

The numbers behind the engine.

Not vanity metrics. Every number here is queryable from the DevPilot PostgreSQL database.

480+ Migrations

Every migration is idempotent. Run any of them twice, nothing breaks. Schema changes are append-only and version-tracked in PostgreSQL.

200+ DB Tables

Sprints, tasks, learnings, research, agents, cost tracking, content generation, compliance, audit trails. The database is the single source of truth.

2,400+ Learnings

Every bug pattern, architecture decision, and tool discovery is stored. Agents query this knowledge base before starting any task.

49 MCP Tools

Sprint management, task dispatch, knowledge search, build requests, ship pipelines, diagnostics. All accessible via Model Context Protocol.

750+ Gateway Methods

JSON-RPC methods for everything from project health to sprint orchestration. The gateway is how all clients (CLI, SwiftUI, Flutter) talk to the engine.

18+ Live Domains

Landing pages deployed via LaunchGate with automated SSL, security headers, content quality gates, and i18n support for 12 Indian languages.

Built for people who ship.

DevPilot is designed for founders, CTOs, and small teams who value speed over ceremony.

Solo Founders

You have the idea and the domain knowledge. DevPilot provides the engineering capacity. Go from concept to working product without hiring a team or managing freelancers.

Idea to MVP in 1-2 weeks

Small Teams (2-5 people)

Your engineers focus on the hard problems. DevPilot handles the boilerplate: CRUD endpoints, admin dashboards, database migrations, test suites, CI/CD pipelines.

3-5x team velocity multiplier

CTOs and Tech Leads

Need to prototype fast before committing resources? DevPilot builds working prototypes with real databases and real APIs. Not wireframes. Working software.

Prototype in days, not quarters

Agencies and Consultancies

Take on more clients without scaling headcount. DevPilot produces consistent, tested, documented code. Your team reviews and customizes. Clients get faster delivery.

2-3x project throughput

Software built for you.

Not a template. Not a plugin. Custom software engineered for your exact workflow.

Custom Software

Built for your exact workflow. Your business logic, your data model, your user interface. Not a one-size-fits-all SaaS.

🔑

Full Ownership

Source code. Database. Infrastructure. Documentation. All yours. Fork it, modify it, extend it. Zero vendor lock-in.

Ongoing Support

We maintain, update, and improve. Bug fixes, feature additions, performance tuning. You focus on your business.

Complete Documentation

Every project ships with architecture docs, API documentation, deployment guides, and inline code comments. Not as an afterthought. Generated alongside the code.

PDF + Markdown + Mermaid diagrams

Tested from Day One

Tests are written alongside every feature. Unit tests, integration tests, and E2E tests ship with the code. Not a follow-up sprint. Part of the definition of done.

80%+ test coverage standard

Production-Ready Infrastructure

Docker configurations, health check endpoints, logging, error tracking, database migrations. Your software is deployable from day one, not after months of DevOps work.

Docker + PostgreSQL + Nginx

Security Built In

OWASP patterns, input sanitization, SQL injection prevention, secrets scanning, and compliance checks. Security is a default, not a bolt-on.

6-layer safety system

This is not another AI wrapper.

DevPilot is a complete software factory. It remembers, learns, orchestrates, and ships.

Self-Learning Knowledge Base

Every bug pattern, architecture decision, and sprint outcome is stored in PostgreSQL. Agents recall relevant learnings before every task. The system gets smarter with every sprint.

2,400+ learnings stored

Parallel Agent Orchestration

Up to 8 agents work simultaneously on different tasks within a sprint. Dependency DAGs ensure correct ordering. Verification gates catch regressions between batches.

8 agents / batch, auto-decomposition

Vendor-Agnostic AI

A single Rust trait (AIProvider) abstracts Claude, DeepSeek, Groq, and local Ollama models. Switch providers per task based on cost, speed, or capability. No lock-in.

4 providers, 1 trait, hot-swappable

Your Data, Your Machine

Everything runs on your Mac or VPS. PostgreSQL on Docker, Rust binaries, no cloud dependencies. Your code, your data, your models. Full sovereignty.

localhost, zero cloud lock-in

Every sprint makes the next one faster.

DevPilot is not a static tool. It accumulates knowledge from every project, every bug, every decision.

A
Execute
Agents build features, write tests, create migrations. Every action is tracked in PostgreSQL.
B
Extract
Bug patterns, architecture decisions, tool discoveries are auto-extracted and stored as learnings.
C
Recall
Before every new task, agents query the knowledge base. Relevant learnings are injected into context.
D
Improve
Mistakes from sprint 1 become guardrails for sprint 600. The system gets measurably smarter over time.

Cross-Project Intelligence

A bug pattern found in QuickBillPro prevents the same mistake in AdPilot. Learnings are not siloed by project. The entire portfolio benefits from every discovery.

2,400+ learnings, cross-pollinated

Pre-Flight Recall

Before implementing any feature, the system queries past learnings with keywords from the task description. If someone already solved this problem, the agent starts with that context.

Full-text search + semantic matching

What DevPilot is not.

Transparency matters more than hype. Here is what we will tell you upfront.

Not a No-Code Platform

DevPilot generates real code: Rust, Flutter, SQL. You get a proper codebase with tests, documentation, and git history. This is not drag-and-drop.

Not a Replacement for Judgment

AI agents execute. Humans decide. Architecture choices, business logic, and product direction still require your input. The engine amplifies your decisions, it does not make them.

Not Magic

Complex integrations, novel algorithms, and domain-specific logic still take time. DevPilot is fast on known patterns. New territory requires iteration, just less of it.

Not Enterprise Sales Software

We build for speed and ownership, not compliance checkboxes. If you need SOC2 auditing before writing line one, this is not the right fit. If you need to ship first and comply later, we can help.

Built With Rust (performance) PostgreSQL (reliability) Flutter (cross-platform) SwiftUI (native macOS)
Works On macOS Linux Windows (WSL) iOS Android Web
Compliant With DPDP Act (India) GDPR-Ready SOC2-Ready CERT-In Guidelines
FinanceHealthcareEducationEngineeringAI / MLSalesSecurityCreativeInfrastructureE-CommerceTransportGovernment FinanceHealthcareEducationEngineeringAI / MLSalesSecurityCreativeInfrastructureE-CommerceTransportGovernment

Built by builders.

DevPilot started as a personal tool. One founder, tired of the overhead of modern software teams, decided to build the factory that builds the products.

No venture capital. No bloated team. No enterprise sales playbook. Just a deep belief that one person with the right tools can outship entire companies.

Every product in the portfolio was built this way. The engine improves with every sprint. The knowledge base grows with every project. The system remembers what worked and what did not.

We are building the future of software creation: where the bottleneck is imagination, not headcount.

Based in Bangalore, India. Registered as Surya AI Technologies. Building tools for founders, by founders. Every line of code in the portfolio is proof that this approach works.

KR

Kishore Rajendra

Founder and CTO
linkedin.com/in/kishorer747
SC

Sam C

Co-Founder and Operations
support@devpilot.co.in

Common questions.

Depends on scope. A focused MVP (invoicing app, dashboard, CRUD platform) typically takes 2-4 weeks from concept to deployed product. Larger systems with multiple integrations run 6-8 weeks. The speed advantage comes from parallel agent execution and the self-learning knowledge base that accumulates patterns across all 600+ sprints.
Everything. Full source code, database schema, infrastructure configuration, documentation, and deployment scripts. You get a git repository with complete history. There is no vendor lock-in, no proprietary runtime, and no cloud dependency you cannot replace. If we disappeared tomorrow, your software keeps running.
Yes. The code is written in Rust and Flutter with clear patterns, comprehensive tests, and inline documentation. Every module follows established conventions. If you have Rust engineers, they can extend and modify anything. The codebase is designed for maintainability, not obfuscation.
DevPilot is vendor-agnostic by design. A single Rust trait (AIProvider) abstracts all AI providers. Currently supported: Claude (Anthropic), DeepSeek, Groq, and Ollama for fully local inference. You choose which provider to use for each task. Switching providers is a config change, not a code rewrite.
DevPilot runs on your Mac, Linux box, or any VPS. PostgreSQL runs in Docker. Rust binaries are compiled locally. There is no mandatory cloud service. For production deployment, any server with Docker and 2GB RAM is sufficient. No AWS, no Azure, no GCP required unless you want them.
Email support@devpilot.co.in with a brief description of what you want to build. We will schedule a call to discuss scope, timeline, and approach. No commitment required. If we are a good fit, we start building within a week.
The code is yours. You or your team can modify it directly. If you want us to handle changes, we offer ongoing support engagements. Since the codebase follows consistent patterns and has comprehensive tests, changes are fast and safe.
Development happens on local machines and private git repositories. No code or data passes through third-party servers unless you explicitly configure a cloud AI provider. Database credentials, API keys, and sensitive configuration are never committed to version control.
Yes, with caveats. DevPilot works best with Rust and Flutter projects. For existing codebases in other languages, we can build new modules that integrate via APIs. Full codebase migrations require a scoping conversation to assess feasibility and timeline.

Ready to build at machine speed?

DevPilot is in private beta. Reach out to discuss how the engine can power your next product.

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