Explore the latest in AI automation, workflow optimization, and technology insights to transform your business.
The real attack surface MCP introduces: tool description poisoning, over-privileged servers, and unvetted third-party connections. Includes a verified walkthrough of the Supabase MCP prompt-injection demonstration and a scoping checklist.
TypeSafe AI came out of stealth Sept 15, 2026 with $40M in funding and Jev, a model that returns typed decisions instead of generated text. Three days later it's listed on OpenRouter, and developers report wiring it into Claude Code, browser automation, and ad analysis.
A practical map of what Jev, TypeSafe AI's System One model, is documented to do: routing, guardrails, reranking, scoring, bulk classification and CI linting, with the confidence-gated pattern behind each and honest caveats on the vendor-reported numbers.
Voyage 4, Gemini Embedding 2, OpenAI text-embedding-3, Codestral Embed, Qwen3-Embedding, Microsoft Harrier, Jina v5, BGE-M3, Arctic Embed, EmbeddingGemma, Nomic Embed v2 and multilingual-e5 compared on dimensions, context length, price per 1M tokens and license. Specs checked against vendor docs and model cards in September 2026, with vendor-reported scores labeled.
The Agentic AI Foundation launched the first official MCP certification, the MCPA, on September 14, 2026. Here is what the $250 exam actually tests across its five domains, what prerequisites and format the Linux Foundation's own page lists (including a duration discrepancy worth flagging), and an honest read on whether it's worth sitting a week-old credential.
Claude Code 2.1.277 reads AGENTS.md when a folder has no CLAUDE.md. Here is the exact precedence, the /config setting, what to do with old symlink and import workarounds, and how to verify it works.
Software development agency spans everything from a two-person AI-native shop to a 2,000-engineer outsourcing firm. This guide compares 9 real agencies on delivery model, pricing, and verified reviews, including AY Automate, ranked by the same rubric as everyone else.
A headless CMS decision made on the marketing page and one made after reading the API docs usually land on different vendors. This guide compares 6 real platforms on verified G2 reviews, published pricing, and what each one is actually built for.
A web scraping tool that works in a demo and one that survives a site redesign three months from now are not the same purchase. This guide compares 6 real web scraping platforms on verified G2 reviews, published pricing, and what each one is actually built for.