FROM THE TRENCHES Issue №310

Practical decisions for AI and software

Technical guides to choose models, verify software and plan delivery.

Latest articles

New comparisons, practical guides and engineering lessons.

MCP Cloud and Manufact Cloud compared across hosting, deployment, governance, pricing and production fit AI & Agents

MCP Cloud vs Manufact Cloud: MCP Hosting Guide

Compare MCP Cloud and Manufact Cloud for remote MCP hosting, governance, Git-based deployment, pricing, security and production fit.

Muse Glimmer 30B local agent model running inside a consumer hardware memory envelope AI & Agents

Muse Glimmer 30B: Is Meta’s Local Agent Model Production-Ready?

A buyer-focused guide to Muse Glimmer hardware, agent benchmarks, Apache 2.0 licensing and the pilot evidence needed before production.

Layered writing instructions turning generic AI output into direct, specific and testable copy AI & Agents

How to Make AI Writing Sound Human with Agent Skills

No AI Slop, i-have-adhd and book-to-skill solve different writing problems. Here is how to combine, test and govern them without erasing your voice.

Typed Python class connects state, methods, memory and validated agent loops in NVIDIA NOOA AI & Agents

NVIDIA NOOA Review: Are Object-Oriented Agents Production-Ready?

NVIDIA NOOA turns an AI agent into a typed Python object. Review its architecture, benchmark evidence, security boundary, alternatives and 30-day pilot fit.

OmniRoute AI routing paths between applications and model providers AI & Agents

OmniRoute AI Routing: Setup and Production Checklist

A practical OmniRoute setup guide for multi-provider AI routing, plus the security, evaluation and operating gates to clear before production.

Strix AI pentesting agent evaluated with a 30-day pilot scorecard AI & Agents

Strix AI Pentesting: 30-Day Pilot and Buying Guide for 2026

An evidence-first Strix buying guide with real cost levers, benchmark caveats, OWASP APTS procurement checks and a 30-day pilot scorecard.

Werkvertrag vs Dienstvertrag: obligation of result against obligation of effort Business & Regulation

What "Dienstleister" Commits Your Vendor To

A Werkvertrag owes a defined result; an employment-style Dienstvertrag owes labour under direction. Price, change and completion clauses decide how estimation and delivery risk are shared.

Cloud AI agent stack showing skills, browser, code and Slack without a local server AI & Agents

Hyperagent Review: Cloud AI Agents Without a Server

A buyer-focused Hyperagent review covering its cloud runtime, skills, Slack deployment, browser and code tools, security questions and build-versus-buy fit.

Humanoid robot coordinating whole-body movement through a layered physical AI control stack AI & Agents

Gemini Robotics 2: Whole-Body Control and the Pilot Decision

Gemini Robotics 2 links whole-body control, embodied reasoning and local inference. See what the benchmarks, access limits and safety evidence mean for a robotics pilot.

Inbox, without the noise

Get the next field note

One concise email when we publish. No tracking pixels, and no inbox filler.