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TypeSafe just launched Jev, the first System One Model: an API that returns typed values, calibrated probabilities, and confidence instead of text. A clear look at what it returns, what it costs, and what is still unproven.
Plugin4Shell turns plugin SHA pinning into an illusion: a branch named like the pinned commit makes git swap in attacker code while the agent reports the audited version installed. Here is how it works, who has patched, and what to check today.
A practical, capability-first guide to Claude Code, Anthropic's agentic coding tool: what it can actually do end-to-end, from building and testing features to refactoring, git chores, MCP integrations, subagents, hooks, and CLAUDE.md memory.
AskChem restructures scientific search around atomic, provenance-carrying claims instead of document chunks, lifting GPT-5.5 citation resolution to 100% on chemistry synthesis tasks.
