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VOL. 04 — JOURNAL OF THE NEAR FUTURE NO. 094

Currently — building agents in production

Notes from a solutions architect at the edge of cloud & AI.


Generative AICloud ArchitectureAgentic SystemsSecurityBedrockStrandsVoice RoboticsAWS Well-ArchitectedGenerative AICloud ArchitectureAgentic SystemsSecurityBedrockStrandsVoice RoboticsAWS Well-Architected

SECTION 01 / DISPATCHES

Latest dispatches

See full archive →

Cloud

Lambda SnapStart Now Covers Container Images: The Last Cold-Start Excuse Is Gone

AWS extended Lambda SnapStart to container image functions — up to 10 GB, sub-second resume, nearly all commercial Regions. Here's what it unlocks for ML inference and heavy runtimes, the snapshot discipline that still applies, and how it changes the SnapStart vs provisioned concurrency vs Fargate math.

·4 MIN READ Read →
AI Engineering

In-Browser Object Detection with RF-DETR on AWS Amplify

I wanted a detection app my kids could use without a single camera frame leaving the device. The answer: RF-DETR quantized to int8, ONNX Runtime Web on threaded WASM, and a static Amplify site.

·5 MIN READ Read →

SECTION 02 / COLOPHON

The practice


FIELD

Generative AI, agentic systems, security architecture for regulated industries.

METHOD

Build it, measure it, write what worked. Anti-slop, anti-demo-ware.

STATIONS

AWS · ESIEA · CISSP · Lyon, France · Native FR / Pro EN, ES.

POSTAL

A monthly note, no algorithm.

One email a month — what I shipped, what surprised me, what I'd build if I had your weekend.

ONE LETTER A MONTH · NO TRACKER · UNSUBSCRIBE ANYTIME

END OF FOLIO

Have a project that won't fit in a tweet? Write to me.

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