Selected systems

Three in-depth engineering stories. Each one starts with a failure mode, makes the constraints explicit, and ends with inspectable evidence.

01KYC request

025 specialists

03Cited report

One request in. Five specialists behind the boundary. A cited report out.

01Active

ARGUS

Multi-agent compliance intelligence

Citation-grounded regulatory lookups with reproducible audit trails.

Python 3.11Azure AI FoundryFoundry IQAzure OpenAI GPT-4o

01IAM event

02Durable ID

03Human review

One durable identity carries the investigation. No IAM write path.

02Live

A governed institutional-agent fleet for continuous access review

Human review receives minimized risk categories rather than raw IAM bindings.

Python 3.12Google ADK 2.8Gemini 3.5 FlashVertex AI

01Incident alert

02Durable step

03Cold resume

The step outlives the process that was running it.

03Live

Durable incident memory for cold-started agents

Resumes an interrupted incident from the exact step it was killed on.

Python 3.14FastAPICockroachDBAWS Lambda

Hosting retired. The source, recordings and submissions remain — and where a build has a case study, it stays readable.

Archived

GPU & AI infrastructure release intelligence

Converts raw, noisy changelogs into actionable release intelligence.

Archived

A narrated financial recap video, generated end to end

Turns a year of transactions into a narrated 60-second recap in two to four minutes.

The next constraint