Engineering insights for business-critical software.
Field notes from building fintech, ERP, AI and integration systems in production. No fluff — what actually holds up at scale.
Articles & perspectives
SafeCo SafeCo: AI-Powered Community Security, Built on the Block
Not one more camera or a WhatsApp group. Neighbors, businesses, cameras, phones and AI agents collaborate to detect incidents, correlate evidence and coordinate response — in real time, privacy by design. We are testing it in a private beta with real neighbors.
Open Source EarthNet: Open-Source, Community Earthquake Early Warning
It does not predict earthquakes —that is not a thing. It detects the P-wave near the epicenter and races an alert ahead of the destructive S-wave: seconds to take cover. Open source, decentralized and community-built — and we wanted to share it.
AI Agents An Agent Team That Runs Your Company — With You in the Loop
One chatbot can't run a company. A coordinated team of specialized agents — with explicit permissions, handoffs and human approval where it matters — can.
AI AI That Closes the Loop in Retail: From Forecast to Purchase Order
Predicting demand is the easy part. The value shows up when the prediction becomes a purchase order you approve in one click — and nothing executes on its own.
AI Agents Delegated Identity for AI Agents: Acting As a User Without Becoming One
When an AI agent calls another system on a person's behalf, whose permissions apply — and who gets audited? The answer is delegated identity over a trusted boundary.
Fintech Designing Payout Systems That Survive Scale and Audits
What separates a payout flow that works in a demo from one that moves real money across rails without losing a cent.
AI Agents AI Agents in Production: Past the Demo, Into the Workflow
A chatbot is not an agent. Here is how we put document-processing and onboarding agents into real operational workflows with guardrails.
SAP Real-Time SAP Integration Without Breaking Your ERP
Connecting modern retail operations to SAP in real time is less about APIs and more about respecting the ERP's limits and consistency model.
IoT Turning a Mattress Into a Health Signal: IoT Done Right
Non-invasive sleep and cardiac monitoring from a bed sensor is a pipeline problem — from noisy analog signal to clean HRV, end to end.
Access Control Multi-Tenant Access Control That Scales to Thousands of Gates
Gated communities, consortiums and offices share one platform without ever seeing each other's data. Isolation is the whole product.
Gaming Real-Time Gaming Without Cheating, Lag or Double Spends
A live bingo room with money on the line is a distributed systems problem dressed up as a game. The backend is the referee.
DevOps Operating 100+ Cloud Instances Without a War Room
Running a hundred production instances is not about heroics. It is about making deploys boring, failures visible and recovery routine.
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