The only way to go fast is to go well.
— Robert C. Martin
T H E R U L E S L A Y E R F O R A I C O D I N G A G E N T S
Axtar pulls up a chair next to Claude Code, Cursor and Codex — and tells them how this team actually does things. Rules extracted from your code. Served at write-time. Drift caught before review.
W H Y N O W
Agents ship code at frontier-model speed. Your team's standards never had a chance to keep up.
Agents invent layers nobody asked for. The codebase grows new vocabulary every week.
The same module gets rebuilt three times a quarter. Each agent rediscovers the same dead ends.
Shipping speed flat. Complexity compounding. The unit cost of "one feature" creeps up every sprint.
Five engineers, five conventions, no winner. PRs argue about the same things they argued about last month.
Inference bills, review queues, rework cycles, retention damage. Drift compounds in every column of the P&L.
Now there is someone who tells agents how to do it.
— AXTAR
W H A T I T I S
Axtar knows the rules. Knows how the system should be engineered. Knows what to avoid. Pulls up a chair next to Claude, Cursor, Codex — and tells them how this team actually does things.
Plugs into the agent loop. Provides advice and short review cycles to ensure architecture is followed, business is not violated and code quality holds. Plus an extraction layer that reasons rules out of the source, review history, docs and other artifacts your team has already produced.
S A M E A G E N T S · D I F F E R E N T O U T P U T
The model doesn't change. The taste of the codebase does.
STRONG MODELS
Claude and Codex stop second-guessing your team's taste. Code lands like a senior wrote it, first try. No more re-prompting to coax the right shape out of a frontier model.
WEAK MODELS
Smaller models routed through Axtar produce outputs comparable to frontier models — for a fraction of the inference bill. Your routing strategy stops being a tradeoff.
EVERY MODEL
No more generic syntax polluting the codebase. No more invented layers. Your team's rules — applied at write-time, not caught later in review.
ENGINEERING
Fewer roundtrips between engineer and agent. Output lands precise on the first pass — no re-prompt cycles to coax the right answer.
REVIEW
Less time spent in review. Rules become first-party citizens — enforced at write-time, not caught in PR comments.
H O W I T W O R K S
The Rules Engine reads how your seniors build, stores it like code, streams the signal to anything else in your AI stack.
The Mentor sits beside Claude, Cursor and Codex — pairing on every line they write.
W H O W E A R E
We've spent 31 years building software where standards aren't optional. For the last year, both of us have been deploying AI engineering inside live enterprises and watching standards decay under agent traffic in real time.
CO-FOUNDER · ARCHITECT · 13+ YRS
13 years building high-throughput data platforms at Adform, Tink (acq. Visa) and Capital.com — environments where standards weren't optional. Co-founder of RentLink, an agentic AI rental management SaaS. Conference speaker and community builder on the JVM/Data circuit.
CO-FOUNDER · ARCHITECT · 18+ YRS
Tech Lead at Tink through the $2B Visa acquisition — regulated open banking, where the quality bar is set by regulators, not opinion. Before that, Allegro — largest EU marketplace. 18 years on backend architecture and technical leadership.
D E S I G N P A R T N E R S
Direct access to founders. We extract your rule set, deploy on your stack, and measure review-time and cost-per-PR with you. Limited slots — closing as we ship.
W A I T L I S T
Email-only updates: launch, major milestones, when design-partner slots reopen. Unsubscribe anytime.