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John Karpentar

Covers artificial intelligence for Edgewisely — model releases, pricing moves and the vendor landscape. Writes the comparative roundups, which rank products on published evidence, not vendor claims.

The 7 Best AI Coding Assistants in 2026: GitHub Copilot, Cursor, Devin Desktop, Amazon Q, Cody, Replit Agent, and Tabnine Compared

GitHub Copilot, Cursor, Devin Desktop, Sourcegraph Cody, Amazon Q Developer, Replit Agent, and Tabnine, ranked honestly on ecosystem reach, agent maturity, pricing, and roadmap durability — with real pros and cons for each.

Google's Search Moat Isn't Cracking. It's Expanding.

Google still handles 91% of global search in 2026. Edgewisely's take on why the data shows AI chatbots growing the market, not eating Google's core business — and where the real disruption is happening instead.

7 Best Vector Databases in 2026: Pinecone, Qdrant, Weaviate, Milvus, Chroma, Turbopuffer and pgvector Compared

Retrieval-augmented generation lives or dies on the database underneath it — and the seven products below split into three very different bets: fully managed convenience, open-source control, and storage-layer economics. Every serious RAG pipeline, recommendation engine, or semantic search feature needs somewhere to store embeddings and query them

7 Best AI Gateways in 2026: Kong, LiteLLM, TrueFoundry, Portkey, Cloudflare, Helicone and OpenRouter Compared

We compared Kong, LiteLLM, TrueFoundry, Portkey, Cloudflare AI Gateway, Helicone, and OpenRouter on deployment model, pricing, and licensing — with real pros and cons for each.

OpenAI Taps the Brakes on Astra

How a sentence OpenAI could not disprove stopped a frontier model, and why cyber was the threshold that broke first.

Anthropic Watermarks the Word

How an EU transparency rule turned the randomness inside Claude into a signature, and exported the standard worldwide.

Google Gives Away the Handshake

How moving the A2A protocol to the Agentic AI Foundation trades control for the one thing enterprise buyers actually demand.

Muon Space's $1.5 Billion Orbit

How a satellite maker backed by Google and Salesforce is turning spacecraft into a factory product — and positioning orbit as AI's next infrastructure layer.

OpenAI Builds a Walled Garden for Teens

How ChatGPT for Teens and automatic age prediction turn a product-safety problem into a permanent feature of how OpenAI operates.

Writer Cuts the Prompt

How Writer's move to autonomous AI agents that act without being asked draws the battle line with Microsoft, Salesforce, and Amazon.