Engineering that sees further.

We design, build and run critical software and applied AI for companies that can't afford to guess.

Built with

  • Anthropic
  • AWS
  • NVIDIA
  • Intel
  • Android
  • Java
  • PHP
  • MySQL
  • PostgreSQL
  • Node.js
  • TypeScript
  • Python
  • PyTorch
  • Hugging Face
  • Kubernetes
  • Docker
  • Cloudflare
  • Firebase
  • Google Maps
  • Rust
  • JetBrains

Selected work

Proof lives in production.

Field operations platform

A legacy system, rebuilt screen by screen. Every total still matches.

New architecture, same numbers. Users kept the reports they trust while the code underneath changed completely.

Lynx Parity legacy  vs  mvc Identical output
ReportLegacyNewResult
Current account by harvest1,284,907.401,284,907.40= Match
Client groups by channel3,1183,118= Match
Work orders, last 30 days18,44218,442= Match
Invoices pending approval927927= Match
Stock movement by warehouse64,310.7564,310.75= Match
5 of 5 reports identical0 differences in totals, rows, order
Lynx Replay CASE 4471

Invoice total differs on the Android app

  1. Read ticket and attachments
  2. Sign in as the affected user, read-only
  3. Replay flow on Android 14
  4. Compare with web totals
Reproduced 3 screenshots, 1 log

Customer support, web and Android

Every ticket arrives already reproduced, with evidence attached.

Lynx Shield 12 release branches
  • CriticalCommand injection, public endpointPatched
  • HighUnsanitized report parameterPatched
  • HighSecond-order input in SMS jobPatched
  • MediumReversible token encodingReplaced

Security review, multi-tenant SaaS

Remote code paths closed before the next release.

The best incident is the one that never happens.

We design for failure from day one, so your team sleeps through the night.

Six tools. Each one started as a fix for a real problem.

  • Lynx Replay

    Reproduces a support case on web and Android and attaches the evidence.

  • Lynx Parity

    Proves a rebuilt system gives the same output as the old one.

  • Lynx Shield

    Finds and closes injection paths across every release branch.

  • Lynx Triage

    Routes each ticket to the person who can close it, with context.

  • Lynx Proof

    Keeps the source and timestamp behind every fact a report states.

  • Lynx Vision

    Reads plans, forms and photos from the field into structured data.

Built to reach production.

  1. Diagnose

    We map the system, the data and the real constraint before anyone writes code.

    System map

  2. Prototype

    A working slice against real inputs, measured with evaluations agreed up front.

    Eval suite

  3. Harden

    Security review, load tests, observability and failure drills before launch.

    Launch checklist

  4. Operate

    We run it with your team, or hand it over with runbooks and the know-how.

    Runbooks

Tell us what's hard.

One call with a principal engineer. No slides, no sales script.