Show HN: Sphinx – A hook that quizzes you on your AI's code before shipping
THE SO WHAT
A pre-ship hook that quizzes you on AI-written code reframes “AI pair programmer” as something that still demands human comprehension. For engineering leaders, this is a lightweight pattern to borrow—gate AI-assisted changes on demonstrated understanding, not just green tests.
READ THE SOURCE
MORE FROM THE WIRE
Applied AISources: Anthropic is consulting law firms on deal negotiation tactics as it develops AI agents to negotiate on humans' behalf and interact with AI counterparts
Bringing law firms into the loop on AI deal agents means contract structure and negotiation norms are being rethought at the protocol level. If you run sales, procurement, or legal, start defining where automated negotiation is acceptable, what guardrails you’d require, and how you’ll audit machine-made commitments.
Applied AIMeta removes language that raised scraping and AI training concerns
Meta walking back contentious scraping/AI training language shows how sensitive the data supply chain has become to public and regulatory scrutiny. If your product depends on web-scale training data — directly or via vendors — you should be tracking these policy shifts as closely as model releases, because they can change your legal and reputational risk overnight.
Applied AIAnomaly Innovations, behind coding agent OpenCode, says a breach hit ~1.4% of OpenCode Console users and their API keys, in a "large scale distillation attack"
Agent platforms are now high-value aggregation points for other vendors’ API keys—this ‘distillation attack’ is a reminder that your AI supply chain is only as secure as the smallest tool you plug into. Treat every coding agent and orchestration console as a privileged security surface and rotate upstream keys aggressively, not just when there’s a headline breach.
Applied AIAnthropic says its workforce has become less junior and is spending more time in meetings
When a frontier lab says its staff is getting more senior and spending more time in meetings, it’s admitting that coordination and governance are now the bottlenecks, not raw research. If you’re building with these models, expect slower, more process-heavy change cycles on safety, access, and features as the org matures.