Category: AI Consulting & Development

Five agency pricing models compared: hourly, retainer, fixed fee, productized subscription, and outcome-based. What replaces the billable hour, and the 90-day switch.

The agency business model is shifting from deliver-and-move-on to accumulate-and-compound. What actually compounds, how to measure it, and why most agencies have…

Utilization is billable hours over available hours, and the 2025 average hit a record-low 66.4 percent. The formula, worked examples, and why…

Agency operations in 2026 is a four-layer production system: research, planning, execution, and QA, with people placed where the risk concentrates. How…

Agency net margins averaged 13 percent in 2025, down from a 15 percent norm. The benchmarks by headcount, why AI efficiency cut…

Anthropic published two pieces this year that together describe what happens to an engineering organization once agentic coding stops being a tool…

Ox Alpha shipped August 20 with a 1,048,576-token context window and no named developer. Here are the numbers and what they mean…

A client came to us with a library of flat vector illustrations they’d built up over several years. The work was consistent:…

You copy a paragraph out of Claude, paste it into a client document, make a few edits, and send it off. Nothing…

Is Kimi AI safe to build on? That question has moved from a curiosity to a real procurement problem. Moonshot AI ships…

Anthropic shipped Claude Opus 5 on July 24, and the headline isn’t the intelligence. It’s the price. Opus 5 lands at roughly…

Since February 27, 2026, every pull request in our active repositories has been reviewed by CodeRaven, the AI code-review platform we built…