Blog

Notes from the platform team.

Engineering, AI, FinOps, and building at cloud scale.

Engineering

Deploying AI Applications on AWS

A production playbook for Bedrock, Lambda, and vector stores.

Priya Nair·Jun 22, 2026·8 min
FinOps

Reducing Cloud Costs with AI

How CostIQ cuts spend by 42% on average without touching your app.

Marcus Rhee·Jun 14, 2026·6 min
Architecture

Building Event-Driven Applications

The patterns behind resilient, scalable event systems.

Dana Okafor·Jun 03, 2026·12 min
Serverless

Serverless Best Practices for 2026

Cold starts, idempotency, and the observability you'll wish you had.

Elena Voss·May 28, 2026·9 min
Security

Cloud Security for Startups

The 12 controls that get you to SOC 2 the fastest.

Kian Malik·May 19, 2026·10 min
Scale

Scaling SaaS to 100M Requests

From 100 to 100M requests without rearchitecting.

Sofia Renard·May 07, 2026·11 min
AI

RAG in Production: The Missing Manual

Chunking, retrieval, re-ranking — and where teams go wrong.

Noah Beck·Apr 30, 2026·14 min
DX

Preview Environments that Feel Instant

How we ship every PR to a real URL in under 8 seconds.

Yuki Tanaka·Apr 18, 2026·7 min
Data

Vector Search at 40ms p99

The index we built to hit sub-50ms retrieval at billion scale.

Anders Holm·Apr 09, 2026·10 min