Blog
Guides, insights and news from the fast-moving world of AI agents and tools.
Practical Guide to AI Task Automation 2026: The Definitive Guide to Agent Selection and Operations
In 2026, AI task automation spans everything from simple macros to autonomous agents. This guide organizes selection criteria, operational design, and pitfalls from a practitioner’s perspective, and explains where the leading tools fit.
Daniel Nikulshyn
Jul 2026
Agent Observability Tools in 2026: The Practitioner's Buyer Guide
Agents fail differently than APIs. This deep-dive breaks down what agent observability actually means in 2026, the signals that matter, and how to choose tooling that catches silent failures, runaway costs, and unsafe actions.
Daniel Nikulshyn
Aug 2026
Analytique prédictive par agents IA en 2026 : le guide d'achat
Un guide pratique et sans langue de bois pour évaluer les plateformes d'analytique prédictive dopées aux agents IA : architecture, qualité des données, MLOps, coûts et gouvernance.
Daniel Nikulshyn
Aug 2026
Piattaforme di model serving nel 2026: la guida all'acquisto
Servire modelli in produzione è un problema diverso dall'addestrarli. Questa guida pratica analizza gateway, inference engine e piattaforme di serving per aiutare team e builder a scegliere l'architettura giusta nel 2026.
Daniel Nikulshyn
Aug 2026
Practical Guide to Data Resilience for AI Agents: A Complete 2026 Breakdown of Backup, Recovery, and Compliance Options
Not every noteworthy AI agent can be neatly slotted into a single category. This article dives deep into the cross‑domain “other” agents of 2026—data resilience, clinical compliance, and experimental sandboxes—providing a pragmatic selection framework.
Daniel Nikulshyn
Jul 2026
Image AI Agents in 2026: The Buying Guide
A practical, straightforward guide to evaluating, comparing, and deploying image analysis AI agents in 2026 — from cloud APIs to self‑hosted agentic pipelines.
Daniel Nikulshyn
Jul 2026
Workflow Automation Agents in 2026: The Definitive Buying Guide
A practical, no-nonsense guide for operations and engineering leaders to evaluate workflow automation agents in 2026 — architecture, governance, cost, and selection criteria that truly matter.
Daniel Nikulshyn
Jul 2026
Digital Employees 2026: The Practitioner's Buying Guide for Teams
Digital employees in 2026 are no longer demos, but production tools. This guide explains architecture, selection criteria, costs, and pitfalls — with concrete examples from the Directory.
Daniel Nikulshyn
Jul 2026
AI Agents for Customer Service in 2026: The Deployment Playbook
Customer service is the fastest-moving frontier for AI agents. This deep-dive covers architecture, tool selection, deflection metrics, and the governance you need before letting an agent talk to real customers.
Daniel Nikulshyn
Jul 2026
Image Generation with AI in 2026: The Buying Guide for Teams and Creators
A practical, no‑frills guide to AI image generation in 2026: model architectures, evaluation criteria, real costs, licenses, and production workflows for businesses and creatives.
Daniel Nikulshyn
Jul 2026
AI Agents for Business Operations in 2026: Buying Guide
A practical guide for operations leaders who need to choose AI agents capable of automating tasks, orchestrating flows and acting within real systems. Evaluation criteria, architectures, costs and highlighted tools.
Daniel Nikulshyn
Jul 2026
AI Agents for Customer Service in 2026: A Practitioner's Buyer Guide
A hands-on guide to buying AI customer service agents in 2026 — architecture, deflection math, containment traps, and the tooling that actually holds up in production.
Daniel Nikulshyn
Jul 2026