FROM THE TRENCHES Issue №308

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.

Wavect editorial shield artwork for choosing bounded AI agent design patterns AI & Agents

AI Agent Design Patterns: Start Simple, Verify Actions

More loops are not automatically better. Choose the smallest agent architecture that solves the failure, and separate a proposed action from permission to execute it.

Five paths for selecting an Austrian AI partner, from custom products to industrial AI and workplace platforms Business & Regulation

AI Agencies in Austria: A Project-Fit Shortlist (2026)

Compare custom AI delivery, industrial applications and workplace platforms. A commercially interested, non-ranked shortlist with dated provider sources.

Connected product, contract and operations layers for selecting a blockchain development partner Web3 & Privacy

Blockchain Development Companies in Austria: 2026 Shortlist

Who should build your Web3 product? Compare four Austrian providers, their published focus and the evidence to request before commissioning development.

Wavect editorial illustration of nested runtime layers for Claude Mods and function hooks AI & Agents

Claude Mods: Setup, Function Hooks and Security

Claude Mods: current host requirements, historical early-access notes, function hooks and the security checks for a useful pilot.

Abstract software layers illustrating an independent airport technology analysis, not an airport system or official airport graphic Delivery & QA

Flughafen Innsbruck: An Independent Software, Digitalisation and AI Opportunity Map

An independent opportunity analysis based on public information: passenger services, winter-demand planning, transport information and administrative workflows. No airport engagement or endorsement is claimed.

Wavect’s September 2026 No. 1 Austria ranking report, with a target motif Business & Regulation

Wavect Is No. 1 in Austria on Clutch: September 2026 Rankings

Dated Austria category positions on Clutch, GoodFirms and The Manifest, plus four Sortlist first-listed observations with sorting, sources and scope.

Wavect editorial illustration for Voicebox local voice cloning and MCP integration AI & Agents

Voicebox: Local Voice Cloning, Dictation and MCP Setup

Clone a voice, dictate across apps and let an existing agent speak locally. A sourced Voicebox guide with MCP and REST setup, engine choices and privacy checks.

Teal routing node branching to three endpoints on a dark Wavect header, with one selected route highlighted AI & Agents

Valyu’s 0.6B Multi-Agent Router: Results, Limits and When to Train One

A trained Qwen3-0.6B beat prompted Haiku and Nova Lite in one retrieval-routing study. Understand the metric, training evidence and production decision before adopting it.

Geometric code core and four tool nodes inside layered runtime frames on a dark Wavect header AI & Agents

OpenAI Agents API Review: Migration, Costs and Data Controls

What the managed Codex harness replaces, what stays your responsibility, and how to test the launch numbers before migrating a real workflow.

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