FROM THE TRENCHES Issue №164

Opinions, Not Press Releases

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

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06
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12
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164

Latest articles

Nine articles per page, ordered by publication date.

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 result, a Dienstvertrag owes effort under your direction. The label on the vendor's website tells you nothing about which one you signed, and the difference decides who pays when the estimate was wrong.

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.

Cursor crosshair selecting a web interface for Hark Handoff computer use AI & Agents

Hark Handoff Review: The Agent That Actually Clicks

Hark Handoff can order, book and research across live websites. Review the benchmark evidence, security gaps and best business pilot.

Meta Muse Code pricing decision between the standard and Contributor tiers for client repositories AI & Agents

Meta Muse Code Pricing: Is the Contributor Tier Safe for Client Code?

Muse Spark 1.2 Contributor cuts token prices by more than 90% in exchange for training rights. Use this agency decision matrix before routing client code.

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