We don't just use AI coding tools — we engineered the guardrails, model routing, and review gates that make a fleet of specialized agents fast, safe, and production-ready. Every line ships behind a senior engineer's sign-off. Fixed price. Zero day rates.
cheaper than metered AI pricing for the same real usage.
Measured on our own usage data — the quality bar doesn't move.
Maersk Training brought us in to audit and rebuild after another vendor fell short.
Read the Maersk case
Most projects burn six months on the wrong foundation.
Independent engineering for product teams that need something built, fixed, or audited — fixed price, senior review on every deliverable, no vague proposals and no consultants who disappear after kickoff.
One senior engineer. A fleet of specialized agents. Five gates before anything ships.
The multiplier below isn't a discount — it's the throughput of an agent-native delivery model, reviewed like any other engineering work.
cheaper than metered AI pricing for the same real usage.
- 01
Route
Every task fans out to the cheapest model tier that can do it correctly — not the most expensive one by default.
- 02
Build
Specialized agents write, test, and document in parallel, working from one senior engineer's spec — and every change is verified at runtime, with evidence, before it counts as done.
- 03
Gate
Typecheck, security scan, senior review, adversarial verification, deploy check — five gates before anything reaches production.
- 04
Ship
The pipeline drives each change through integration, review, merge and deploy on its own, refusing to advance until the previous stage has passed. You get production code and the audit trail behind it, not a chat transcript.
Enterprise Next.js + Contentful Starter
The 5–6 months of foundation work Contentful doesn't ship out of the box. Typed content modeling-as-code, a composable block engine, real i18n, schema-driven forms, site search, CMS-driven analytics tracking, on-demand ISR, and an enterprise security posture. Drop it in, customize the brand, ship faster.
Enterprise Next.js + Contentful Starter
- One-command Contentful provisioning · content models as code
- Typed page-block engine: 8 blocks, 9 grids, 5 feature layouts
- Real i18n: localized slugs, hreflang, CMS-driven dictionaries
- Schema-driven forms with attachments, conditional routing, sanitisation
- Algolia site search over the entire block graph
- CMS-driven events → GTM/GA4 opt-in; first-party Plausible available as a paid add-on
- Strict CSP + HSTS + rate limiter + DOMPurify + Cookiebot-ready
- On-demand ISR via signed Contentful webhook
“It is extremely satisfying to be able to give Nicklas a scope and simply redirect my focus elsewhere, because I know Nicklas is capable of remaining critical of both Delivery-Quality, and Value-Sanity. Nicklas will take any request and turn it into a functional product.”
Agents write most of the code. None of it merges unreviewed.
Cheap, fast models doing the typing is the leverage of agentic development — and unreviewed agent code reaching production is its core risk. So the production branch sits behind a mandatory gate: every change is read by the strongest model we run, acting as a senior developer, and a rejection blocks the merge until every finding is fixed.
The gate, drawn
- 01
Push
A specialized agent finishes a change and pushes it toward production. The gate intercepts it — nothing merges by default.
- 02
Senior read
The strongest model we run reviews the diff as a senior developer, at full effort, on every single change — and it runs the checks itself instead of trusting a green build.
- 03
Rejected
Findings are terse and actionable — file, line, defect, failure mode, fix — most severe first. The merge stays blocked until every one is fixed.
- 04
Approved
The fix is re-reviewed against the previous verdict until it passes. Verdicts are posted on the pull request, so human review starts from the senior's findings — not a blank diff.
Every change
The gate sits in front of the production branch itself, so 100% of production-bound code gets senior judgment — not a sample, not a spot check.
Reviews that converge
Each re-review sees the previous verdict, so rounds converge instead of starting over — and an approval is keyed to the exact code it approved, so unchanged work is never reviewed twice.
Escalation built in
Two distinct rejections escalate the change to an independent advisor model. Four, and the pipeline halts and hands the decision to a human.
Hardened by design
The reviewer treats the code under review as evidence, never as instructions — text in a diff can't talk it into approving. And it demands proof the code was actually run.
The billing bypass that never shipped
A recent change to an AI assistant endpoint would have let usage slip past the cap that meters billing. The reviewer rejected it three times, as the bypass came back in increasingly subtle shapes — and before ruling, it verified its own claims against the actual source code of the SDK the endpoint is built on.
A forged continuation
The endpoint accepted a client-supplied conversation as already started — anything claiming to be a continuation skipped the usage check. Rejected.
An unsigned replay
Next round, a denial-shaped response could be replayed back as if the cap had already been checked — nothing proved it came from the billing layer. Rejected.
A fabricated approval
Finally, the change presented an approval as already executed. The reviewer traced that claim through the SDK's source, showed it couldn't be true, and rejected the merge.
Talk to us, or buy the foundation.
Book a 30-min call
Bring a project you're scoping, a quote you don't trust, or a system you're stuck on. We'll be useful or we'll tell you who is.
Buy the Enterprise Starter
Skip 5–6 months of foundation work. Starts at EUR 35,000, one-time license, your team owns the code.