FROM THE TRENCHES Issue №243

Opinions, Not Press Releases

Browse a curated front page, then move through focused topic and cluster hubs without losing older work to chronology.

Explore by topic
06
Focused clusters
12
Blog posts
243

Latest articles

Nine articles per page, ordered by publication date.

Shielded sign-in form passing credentials directly to ChatGPT's remote cloud browser AI & Agents

ChatGPT Can Now Log In Without Seeing Your Password

ChatGPT Work can sign in to supported websites without exposing credentials to the model. Here is what the session can still access and how to pilot it safely.

M6 Mac mini, M5 Pro Mac mini and M5 Mac Studio arranged by local AI memory capacity AI & Agents

M6 Mac mini vs M5 Mac Studio for Local AI: Buyer's Guide

Choose between the M6 Mac mini, M5 Pro Mac mini, M5 Max Mac Studio and M5 Ultra Mac Studio using memory headroom, bandwidth, concurrency and cost per accepted AI task.

AI agent harness architecture connecting context, policy, tools, verification and observability around an LLM AI & Agents

AI Agent Harness, Explained: The Reliability Layer Around an LLM

A visual architecture, failure map and buyer checklist for the context, policy, tools, verification and observability that make an AI agent dependable.

FreeToken routes MoE experts between consumer GPU VRAM, CPU and system RAM AI & Agents

FreeToken AI Review: Run Frontier MoE Models on Consumer GPUs?

FreeToken turns GPU, CPU and RAM into one MoE inference system. Check its hardware requirements, author-reported benchmarks, setup, limits and production fit.

Darkbloom AI routes encrypted inference between an application, a confidential coordinator and verified Apple Silicon Macs AI & Agents

Darkbloom AI Review: Private Inference on Idle Macs

A buyer-focused review of Darkbloom's privacy boundary, OpenAI-compatible API, public-alpha pricing, Mac provider economics and production risks.

CRA incident timeline with 24-hour, 72-hour, and final-report checkpoints Business & Regulation

Cyber Resilience Act Reporting: 24-Hour Playbook

Build the evidence pipeline, decision rights, and incident workflow needed when CRA reporting starts on 11 September 2026.

Battery passport architecture connecting identity, lifecycle data, access policy, and QR code Delivery & QA

EU Battery Passport Software Architecture for 2027

Turn the 18 February 2027 deadline into a buildable identity, data, access, QR, and lifecycle architecture.

Software evidence chain linking requirements, tests, releases, incidents, and updates Business & Regulation

EU Product Liability for Software: Evidence Checklist

Build the release, test, incident, and update evidence chain needed for software placed on the EU market after 8 December 2026.

AI bill of materials comparing CycloneDX and SPDX for models, datasets, and software Business & Regulation

AI Bill of Materials: CycloneDX vs SPDX

Choose an AIBOM format, define model and dataset provenance, and generate signed inventory from the release pipeline.

Inbox, without the noise

Follow the work that matters to you

Get a short email when we publish something new. Follow the whole blog or only the problems you care about.

What would you like to receive?
Choose your topics

Free, double opt-in, no tracking pixels.