Use Cases for Every Builder
From solo founders to engineering orgs, see how teams ship faster with AI agent orchestration.
New: agents that own a job. See the AI marketing agent
StartupsStartup CTO
Ship your MVP in days, not months
You have a vision and a tight runway. JackHamr lets you ship your MVP in days, not months — with AI agents that spec, build, test, and review code while you focus on product-market fit.
- Ship MVPs in days, not months
- No hiring bottleneck — agents scale instantly
- Pay only for what you use, no per-seat fees
- Prototype, iterate, and pivot without re-staffing
EnterpriseEngineering Lead
Run 5+ features in parallel, not in sequence
Managing 5+ parallel features is chaos. JackHamr orchestrates specialist agents that handle each phase — spec, plan, build, test, review — so your team focuses on architecture decisions, not boilerplate.
- Run multiple features in parallel
- Built-in code review and QA gates
- Consistent quality across every PR
- Human approval gates keep you in control
DevToolsDev Tools Founder
Ship daily while you sleep
Your product serves developers, so your dev tooling should be best-in-class. JackHamr ships features while you sleep — automated testing, PR reviews, and deployments that just work.
- Faster iteration cycles — ship daily
- Automated test suites with every change
- Docker-first environments match production
- GitHub integration keeps your repo clean
SaaSSaaS Product Manager
From user story to deployed code
Your roadmap is longer than your team. JackHamr turns specs into shipped features with AI-powered workflows — from user story to deployed code, with quality built in at every step.
- Spec-to-ship automation
- Consistent quality across every feature
- Faster time-to-market for new features
- Credit-based billing — scale with revenue
StartupsFreelance Developer
3× more clients, zero burnout
You juggle multiple clients and deadlines. JackHamr multiplies your output — launch parallel agents for different projects, each with its own environment, and deliver faster without burning out.
- Handle 3× more clients simultaneously
- Isolated environments per project
- No per-seat costs — pay per use
- Snapshots and backups for every project
EnterpriseEnterprise Architect
Standardize AI dev across your org
Standardize AI-assisted development across your organization. Shared skills, custom orchestrations, and BYO LLM support mean every team follows best practices — without slowing down.
- Organization-wide skills and orchestrations
- BYO LLM — use your own model provider
- Governance and compliance built in
- Role-based access and agent sharing
DevToolsOpen Source Maintainer
Tame your backlog, keep your volunteers
Your backlog grows faster than your volunteer hours. JackHamr handles issue triage, bug fixes, and PR reviews — so you can focus on the architecture decisions that matter.
- Automated PR review and QA
- Issue triage and bug fix agents
- Consistent code standards across contributors
- Free for open source — get in touch
SaaSAgency Technical Lead
Per-client environments, one click
Your team builds for many clients on many stacks. JackHamr gives you clone-ready environments, custom orchestrations per client, and the ability to spin up — or pause — instances on demand.
- Per-client environments with one click
- Clone, customize, and reuse agent setups
- Pause instances between sprints to save credits
- Share agent configs across your team
StartupsSolo Indie Hacker
Ship a feature before dinner
You are the team. JackHamr is the co-founder who actually ships — spec out an idea at breakfast, review the PR by lunch, deploy before dinner. All from your phone if you want.
- One-person dev team, AI-powered output
- Chat-driven development from any device
- Mobile app for reviewing on the go
- Ship a feature in a single session