About Cirkel Group AB
Cirkel Group AB sets up and runs agentic engineering for product teams: spec-driven workflows, review agents and quality gates that let AI do reliable work in a real codebase. We build our own products the same way. The person who sets it up is the one who answers the phone afterwards.
Who you're hiring
Gurpreet founded Cirkel Group to sell a practice that is used every day. As Agentic AI Developer on Sweden Startup Next (SISP), Gurpreet co-develops the agentic development layer — specialist and review agents, spec-driven workflow, quality gates — and ships production code through it across web, dashboard, admin and database: more than 700 commits across six repositories. Since May 2026 the same role at Ignite Nordic. Own products: Autofixter (BankID, Stripe, Klarna, Swish), IndoBridge (India–EU trade platform, PostgreSQL row-level security, 130+ migrations) and Miss India Kitchen.
LinkedInBuilt for teams that handle personal data.
Companies that handle personal data or identity have requirements that can't be negotiated away. We document the controls before we write code.
- 01
DPA-ready (Personuppgiftsbiträdesavtal).
We will sign your data processing agreement before being given access to any environment that handles personal data. If you don't have a template, we provide one based on the Swedish IMY guidance.
- 02
GDPR practices, in writing.
Our data protection baseline: least-privilege access, synthetic or anonymised staging data where we can, and any sub-processors documented in writing.
- 03
Production access, on your terms.
Read-only by default. Production write access only after written scope, named approver and rollback plan. Secrets handled via your vault, never copied to laptops.
- 04
AI transparency, documented.
Agents we build make it clear to people that they are interacting with AI. For each system we document our assessment of who is the provider and who is the deployer under the EU AI Act — a technical assessment, not legal advice.
Privacy contact: privacy@cirkelgroup.se
Four things the market mostly gets wrong.
Cirkel is a small Stockholm company. We're sized to do the work ourselves, and structured so the same person stays with the system after it ships.
- 01
Builder-operator.
The person who sets up your agentic layer also ships through it and answers the phone after go-live. No subcontracting, no handoffs.
- 02
Definition of done before prompts.
Most AI coding failures start as vague tickets. We fix the backlog first, then let agents work on it.
- 03
Agents propose, people approve.
Review agents and quality gates catch defects before a human looks. Nothing merges without a human approving it.
- 04
Response SLA in writing.
On a retainer you get a 4-hour weekday response window, written into the contract.
No vapor. We use this every day.
We only list what we run in production, in our own products and in the codebases we work in. If it's on this list, we've shipped it.
- Claude API
- Claude Code
- MCP servers
- Multi-agent orchestration
- Review agents
- React 19
- Next.js
- TypeScript
- Remix
- Vite
- TanStack Query
- Tailwind CSS
- Node.js
- Java · Spring Boot
- Supabase edge functions
- PostgreSQL
- Row-level security
- Supabase
- BankID
- Stripe
- Klarna
- Swish
- Supabase Auth
- Vitest
- Playwright
- GitHub Actions
- Docker
- Bun
- Vercel
- Hetzner
- Sentry
A short list of nos.
- 01We don't take projects that need 12 levels of approval.
- 02We don't pad timelines to hit a target hourly burn.
- 03We don't promise stacks we don't run ourselves.
- 04We don't resell anyone else's tooling as our own.
Tell us what you want AI to take over.
Free 30-minute intro call. We look at your repos, CI and backlog and give a candid read. Written summary the next working day.