I wired MDASH into Defender CLI and GitHub — what it flagged and what it missed
Hands-on with Microsoft's MDASH bug hunter in public preview: what it caught, the logic bugs it missed, and whether the 622-patch headline survives a real repo.
Posts tagged enterprise
ChatGPT Work promises hours-long autonomy. Here's what breaks first.
OpenAI's ChatGPT Work promises hours-long task completion, but the real failure mode of long-horizon agents is error accumulation and irreversible actions.
OpenAI vs Anthropic price war: what to actually renegotiate
A price war between OpenAI and Anthropic is good for your bill — but renegotiate, don't migrate. Here's what to ask for and where lock-in bites.
Mistral OCR 4: bounding boxes and confidence scores are the only parts that matter for RAG
OCR 4's bounding boxes, block classification, and confidence scores are the parts that change your RAG pipeline. Tables and chunking are still your problem.