Engineering studio
for hard technical
problems
We specialize in AI agents and blockchain systems, but take on any project where the engineering has to actually work in production, not just demo well. If the problem is hard, we're listening.
Deep in two domains. Open to the third.
Our core practice is where most teams are underinvested: autonomous AI agents, production blockchain systems, and the complex ground between them. Beyond that, we take on any engineering challenge sophisticated enough to justify a senior team.
Autonomous agents that ship.
Multi-agent systems, RAG pipelines, fine-tuned models, and tool-using agents. Built to run in production with real observability and guardrails.
- Multi-agent orchestration with Claude Agent SDK / LangGraph
- Custom RAG + knowledge graph systems
- Fine-tuning across OpenAI, Anthropic, open-source
- MCP server development & tool integration
- Evals, observability, production guardrails
Contracts that hold up.
Tokens, smart contracts, dApps, and Web3 infrastructure. Designed for audit, deployed to mainnet, built to withstand real adversarial conditions.
- Token engineering: ERC-20, 721, 1155, vesting, custom
- Smart contracts with internal audit process
- dApp frontends & wallet integration
- On-chain indexing: The Graph, Ponder, custom
- DeFi primitives & protocol engineering
Advanced engineering, everything else.
If the work is technically ambitious, we're interested. Our senior engineers have shipped production systems across these domains, and take on projects here when the problem earns our attention.
What we take on.
We're selective about engagements. Not because we're picky, but because deep technical work needs focus. Here's how to tell if we're a fit before you reach out.
- Your project involves AI agents, blockchain, or both
- The engineering is genuinely hard, not a CRUD app
- You need production systems, not prototypes
- You value senior engineers over cheap throughput
- You can make decisions and move fast
- Your budget reflects the complexity of the work
- You need a cheap outsourced dev team
- The work is routine (marketing sites, basic CRUD)
- You need 10+ engineers by next month
- Low-code or no-code would solve it
- You need design-led work (we're engineering-first)
- You want lowest bidder wins
Four phases, no surprises.
The same process runs on every engagement, whether it's a smart contract audit or a multi-agent orchestrator. Short, sharp, built around weekly demos.
We map the problem, constraints, success criteria, and non-negotiables. You leave with clarity even if you don't continue with us.
System design, contract specs, agent topology, infra diagrams. Reviewed with you before a single line of production code.
Sprints of 1 or 2 weeks with weekly demos. Deployed to staging from day one. No surprises at handover.
Post-launch monitoring, iteration, and on-call support. Optional retainer for continued engineering partnership.
The toolchain.
We skip the basics everyone has (Docker, GitHub, AWS, Vercel) and show what actually matters: the tools that reflect deep specialization. If you're hiring for engineering rigor, this is what you're looking at.
Engineered by people
who ship.
Commit Labs was founded by engineers who spent years at the intersection of AI, data, and decentralized systems, tired of watching agencies sell prototypes as products.
We're a small, senior team. No junior developers outsourced to cut margins. No project managers who've never shipped code. Just experienced engineers who've built production systems in both worlds, and know when a problem outside them is worth taking on.
We're based in Israel, part of an engineering ecosystem where production-grade systems and deep AI research are table stakes rather than selling points. That context shapes how we work: directly, technically, with the assumption that the thing has to function under real adversarial load, not just during the demo.
We work with a limited number of clients at any given time, because deep technical work isn't a factory process. If you need speed and scale and cheap, we're probably not the right fit. If you need the thing to actually work in production, we probably are.
Tell us what
you're building.
If the problem is interesting and within our range, we'll respond within 24 hours with honest thoughts on feasibility, scope, and approach. No sales funnels, no discovery-call theatre.