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Why 88% of AI Agent Pilots Never Reach Production (and How to Be in the Rest)
Why 88% of AI Agent Pilots Never Reach Production (and How to Be in the Rest)
AI AgentsAI Strategy

Why 88% of AI Agent Pilots Never Reach Production (and How to Be in the Rest)

IDC, Forrester and Anaconda, and McKinsey all published separate 2026 research landing on the same number: roughly 9 in 10 AI pilots never reach production. Here is what the 12% that ship do differently.

September 23, 20268 min read
AI agent production-readiness audit: the checklist before you give it real permissions
AI agent production-readiness audit: the checklist before you give it real permissions
AI AgentsAI Safety

AI agent production-readiness audit: the checklist before you give it real permissions

A framework for checking permission scope, kill switches, and monitoring before an AI agent gets write access to real systems, built around the September 2026 OpenAI-Hugging Face incident and UN safeguards report.

September 23, 20267 min read
Your AI pilot isn't broken. Your deployment infrastructure is.
Your AI pilot isn't broken. Your deployment infrastructure is.
AI AgentsAI Strategy

Your AI pilot isn't broken. Your deployment infrastructure is.

IDC finds 88% of enterprise AI pilots never reach production. McKinsey finds only 6% of companies see real ROI. Forkast finds 41% of the ones that do ship lose money within a year. None of it is the model's fault.

September 23, 20264 min read
GPT-6 Sol and Luna: What OpenAI's Cheaper Model Tiers Mean for Automation
GPT-6 Sol and Luna: What OpenAI's Cheaper Model Tiers Mean for Automation
AI NewsAI Automation

GPT-6 Sol and Luna: What OpenAI's Cheaper Model Tiers Mean for Automation

OpenAI released updated GPT-6 Sol and Luna on September 22, 2026 at half the API cost of their GPT-5.6 predecessors, positioned below GPT-6 Astra. Here is what the three-tier lineup means for routing automation tasks by cost and complexity.

September 23, 20265 min read
Claude Opus 5.5: What Changed, What It Costs, and Whether to Migrate
Claude Opus 5.5: What Changed, What It Costs, and Whether to Migrate
AI AgentsAI Models

Claude Opus 5.5: What Changed, What It Costs, and Whether to Migrate

Anthropic released Claude Opus 5.5 on September 22, 2026, at $4/$20 per million tokens and a reported 40% lower cost than Opus 5 on typical workloads. Here is what the pricing and breaking changes mean for teams running Claude-based agents in production.

September 23, 20266 min read
How to Stop Hitting GPT-6 Astra Usage Limits
How to Stop Hitting GPT-6 Astra Usage Limits
AI Models

How to Stop Hitting GPT-6 Astra Usage Limits

Practical tips from the RoboNuggets newsletter for stretching GPT-6 Astra usage, attributed to the author and checked against OpenAI pricing where possible.

September 23, 20264 min read
GPT-6 Astra API Update: Async Tool Calling and Mid-Turn Steering
GPT-6 Astra API Update: Async Tool Calling and Mid-Turn Steering
AI AgentsAI Models

GPT-6 Astra API Update: Async Tool Calling and Mid-Turn Steering

What the September 2026 GPT-6 Astra API update changed for agent builders: async tools, mid-turn steering, mid-conversation effort changes, verified pricing and a migration checklist.

September 23, 20265 min read
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