Nvidia makes Alpamayo 2 Super, its frontier open reasoning model for robotaxis and AVs, available for commercial use under the OpenMDW-1.1 license (Jessica Soares/NVIDIA)

I filled my agent's wiki with contradictions. It never gave a wrong answer.

There's a comfortable assumption behind a lot of "agent + knowledge base" work: garbage in, garbage out. Feed an agent a messy, stale, duplicate-ridden wiki and it'll confidently tell users the wrong…

• Clean wiki led to 100% success rate in providing correct answers
• Degraded wikis with contradictions resulted in lower success rates
• Agent hedged or refused answers when faced with contradictions

26m ago ·dev.to

loveyourclanker.org

I created an open web resource for Software Engineers. https://loveyourclanker.org/ It highlights different patterns we can consciously choose use when interacting with our AI Coding tools (a.k.a…

• loveyourclanker.org platform assists software engineers with AI coding tools.
• Highlights trends like token leaderboards and agentic engineering.
• Encourages normalization of multiple approaches to retain control and agency.

44m ago ·dev.to

A Floor Beneath Every Person: Design Choices in the First Social Resource Floor Blueprint

TL;DR — I've been building the Social Resource Floor: an open blueprint for coordinating one person's access to basic survival resources — food, housing, energy, healthcare, and more — across many…

59m ago ·dev.to

From Apple to Ford: How Chinese tech is becoming harder for global companies to ignore

Global companies are increasingly tapping Chinese technology for its growing capabilities and scale, even as geopolitical risks remain.

1h ago ·cnbc.com

Upload Moderation: Node.js NSFW, Violence, Hate-Symbol Classification + JSON Fallback

Short answer: for media support tickets that include an image, keep classification, policy enforcement, and tenant cost accounting as three separate steps.

1h ago ·dev.to