Topic

AI

Analysis of the AI industry’s business decisions — model launches, pricing moves, capability claims and what the numbers behind them actually show.
LiteLLM vs OpenRouter: Which LLM Gateway Wins?

LiteLLM vs OpenRouter: Which LLM Gateway Wins?

LiteLLM is an MIT-licensed gateway you self-host. OpenRouter is a hosted service charging 5.5% on credits and 5% on BYOK above allowance. They are not the same category. Here is the decision table, the real pricing, and which one to put in front of your app.
John Karpentar AI 6 min read
Claude Code vs GitHub Copilot: Pricing and Verdict

Claude Code vs GitHub Copilot: Pricing and Verdict

Copilot starts free and at $10/month with 30+ models. Claude Code has no free tier and starts at $17/month, but runs as an autonomous terminal agent. A sourced comparison of pricing, AI credit limits, agent capabilities and security posture.
John Karpentar AI 7 min read
Top 7 Legal AI Platforms for Law Firms in 2026

Top 7 Legal AI Platforms for Law Firms in 2026

For general counsel, law firm innovation leads and legal ops teams deciding where to spend a 2026 budget: the seven legal AI platforms that matter, what each actually does, and where each one falls down.
John Karpentar Roundups 12 min read
Big Tech's AI Slowdown Pact

Big Tech's AI Slowdown Pact

How three rivals agreed to slow the pace of frontier AI development - and ran straight into antitrust law, a president who calls the risk a hoax, and a chip industry with no interest in braking.
John Karpentar AI 7 min read
Top 7 AI Image Generation Platforms in 2026

Top 7 AI Image Generation Platforms in 2026

The leading AI image platforms in 2026 — Google, OpenAI, Midjourney, Black Forest Labs, Adobe, Ideogram and Recraft — compared on model quality, pricing, licensing and who carries the copyright risk.
John Karpentar Roundups 12 min read
OpenAI Now Sells the Harness

OpenAI Now Sells the Harness

How the Agents API turns Codex's orchestration layer into a product — and quietly makes OpenAI the runtime for everyone else's agents.
John Karpentar AI 6 min read
Top 7 Enterprise AI Search Platforms in 2026

Top 7 Enterprise AI Search Platforms in 2026

For platform, IT and data teams choosing where corporate knowledge retrieval lives. Amazon closed Kendra to new customers, Microsoft moved agentic retrieval to GA, and Glean raised at a $7.2B valuation. Seven platforms ranked, with real pricing and real limits.
John Karpentar Roundups 13 min read
Harvey's $15.5 Billion Compliance Product

Harvey's $15.5 Billion Compliance Product

How a legal AI company nearly doubled its valuation in six months by selling capacity, not efficiency, to the billable hour.
John Karpentar AI 5 min read

Get Edgewisely in your inbox

Business stories that matter, free. Enter your email — no password, no account to set up.
jamie@example.com
Subscribe