Blog
Notes from the Gless team
Articles and resources about implementing AI agents in business
The Reverse Information Paradox: Protecting Core IP in the Age of Intelligence
Nadella warns intelligence is a commodity while your company knowledge leaks into shared models. How to protect core IP when adopting AI, from practitioners.
The Two Clocks: Why Your AI Strategy Matters More Than the Model
AI capabilities race years ahead of the companies adopting them. Your AI implementation strategy, not the model, closes the gap. Here's where to start.
Claude Cowork Comes to Phone and Web: an Agent That Works While Your Laptop Is Closed
Anthropic is rolling out Claude Cowork on iOS, Android, and web. Hand off a task at your desk, pick up the result on your phone. What it changes.
Claude's Global Workspace (J-space): What Anthropic Found Inside the Model
Anthropic found a small 'workspace' inside Claude (J-space): 6–10% of activations hold the concepts it reasons with. What it means for teams shipping AI.
AI Crawlers: Who Scrapes Your Site for AI
Meta, OpenAI or Anthropic — who scrapes hardest for AI training? We break down Fastly and Cloudflare data and how to control AI crawlers.
LLM Token Economics: Why Anthropic Takes Two-Thirds of the Money
LLM token economics in Vercel AI Gateway data: Anthropic takes 61% of the money but 26% of tokens. Why the market split into premium quality and cheap volume.
What Is an AI Agent? A Practical Explanation with Real Examples
What is an AI agent in plain terms: how agents work, how they differ from chatbots, and when your business needs one, explained through real Gless projects.
Claude Fable 5 Leaves Subscriptions: Pay-Per-Token Only From July 8
Anthropic is pulling Claude Fable 5 from Pro, Max and Team plans on July 8 — access continues only via usage credits at API rates. What it means for business.
How AI agents are changing work: what OpenAI's data shows
OpenAI shared the numbers: AI agents became the primary work tool, and non-developers are adopting them fastest. What that means for your business.
Claude Tag: when an AI agent becomes a teammate inside Slack
Claude Tag puts Claude inside Slack as a teammate you @-mention, working 24/7. What it means for your business and where the catch is — a practitioner's view.
Hermes Agent: automate processes 24/7 without coding skills
Hermes Agent by Nous Research is an open-source AI agent that automates routine 24/7 without coding. Use cases, cost, and where you still need an engineer.
GLM-5.2: the open-weights model that beats GPT-5.5 at coding and costs 6x less
Z.ai shipped GLM-5.2, a 753B-parameter open-weights model that beats GPT-5.5 on coding benchmarks and costs 6x less. What it means for your business.
Agentic Coding and the Return to Expertise: A Quick Take on Anthropic's Research
Anthropic analyzed 400,000 Claude Code sessions: success comes from understanding the problem, not a coding background. Our short take for business.
How We Placed 2nd Out of 350+ Teams at the Agentic Legal RAG Challenge
What our 2nd place at an international Legal RAG hackathon means for clients, and the takeaways we'd apply to any production RAG project
AI Agents: Why They Matter for Your Business Right Now
How AI agents differ from chatbots, what they can automate in sales and support today, and why early adopters build a compounding advantage.
What We Learned After 100+ AI Consultations
Key insights from 100+ AI consultations with businesses: where teams overestimate AI, which quick wins they miss, and which projects pay off first.
n8n: No-Code Automation — Capabilities and Limits
What n8n automates well, where no-code hits its ceiling, and when custom code wins. A practical guide to choosing the right automation stack.
Why AI Doesn't Replace Engineers — It Changes What You Pay Them For
AI is changing what you pay engineers for: from writing code to architecture, strategy, and quality control. What the shift means for your team and hiring.