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Articles about AI & Automation

Honest analysis of AI applied to real operations. No hype, just judgment: what you control, what you can prove, and what to build that your competitors can't.

Context Windows That Actually Work
AI & Automation
· 5 min read

Context Windows That Actually Work

Context window size is a marketing number. What matters is how much information the model actually retains. Real data and practical B2B guide.

artificial intelligence context window context rot
95% of AI's Potential Is Untapped: Here's Why
AI & Automation
· 6 min read

95% of AI's Potential Is Untapped: Here's Why

Anthropic's data shows companies use just 5% of AI's real potential. Palantir's Alex Karp explains why: missing operational integration, not missing technology.

artificial intelligence AI adoption enterprise automation
Google Workspace CLI: Your AI Agents Just Got Access
AI & Automation
· 7 min read

Google Workspace CLI: Your AI Agents Just Got Access

Google just opened every Workspace API to AI agents via an open-source CLI. What works today, where the risks are, and how to prepare your B2B operation.

Google Workspace CLI AI agents enterprise automation
Your AI Agent Directory Is Not an Org Chart
AI & Automation
· 8 min read

Your AI Agent Directory Is Not an Org Chart

A folder of .md files works for solo builders. But "the org chart is dead" is wrong — and believing it will cost you. Here's when agent directories work.

AI agents AI org structure enterprise automation
The AI Agent Maestro: a Role, Not a Job Title
AI & Automation
· 9 min read

The AI Agent Maestro: a Role, Not a Job Title

Jason Calacanis calls the 'AI agent maestro' the job nobody sees coming. At IQ Source, we've been doing it. What operating AI agents actually looks like.

AI agents AI operations enterprise automation
Open-Source AI and Vibe Coding: Risks Your CTO Ignores
AI & Automation
· 7 min read

Open-Source AI and Vibe Coding: Risks Your CTO Ignores

NullClaw is impressive, but shipping open-source AI tools and unsupervised generated code to production has hidden costs. What to evaluate before you adopt.

open-source AI vibe coding enterprise security
Claude Cowork: AI on Every Employee's Desktop
AI & Automation
· 8 min read

Claude Cowork: AI on Every Employee's Desktop

Anthropic launched Claude Cowork with plugins for operations, finance, and HR. What it means for B2B companies and how to get ready.

Claude Cowork AI assistant enterprise automation
AI Agents This Week: Products, Acquisitions, and Risks
AI & Automation
· 7 min read

AI Agents This Week: Products, Acquisitions, and Risks

Perplexity Computer, Anthropic acquires Vercept, the OpenClaw security crisis, and NIST agent standards. What these stories mean for your B2B company.

AI agents Perplexity Computer AI security
Your Team Uses AI Wrong (and Research Proves It)
AI & Automation
· 7 min read

Your Team Uses AI Wrong (and Research Proves It)

Anthropic analyzed 9,830 AI conversations. Iteration doubles output quality, but teams accept first responses uncritically. How to fix this at your company.

AI fluency AI adoption AI productivity

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