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News
The Health Check That Watched the Wrong Thing
3+ week, 6+ day ago (554+ words) that angle, and it starts one level earlier: a health check that reports green while the work has stopped....pull the next one. To satisfy the "just add /health" reflex, you bolt an HTTP listener onto it,...worker climbs. And…...
The Onboarding Doc Is the Most Honest Health Metric Your Team Owns
5+ hour, 11+ min ago (31+ words) Why time-to-first-production-change is the most honest health metric your engineering team owns, and how to measure...
Architecture
6+ day, 13+ hour ago (176+ words) container image, entrypoint environment, Helm chart and health checks. Route every request to the right model,...
Reliv
2+ week, 18+ hour ago (172+ words) Through our vast network of over 100 partnerships with major AI companies, we also offer University members free access or major discounts to the many popular AI tools along with AI certified courses, daily guides on AI tools and many more....
HealthMitra: An AI Voice Health Companion for India, Built in 10 Days
6+ day, 20+ hour ago (343+ words) How I built HealthMitra, a Hindi/English voice agent for India's health-access gap, on LiveKit and Murf Falcon — plus three real bugs it took to get the multi-agent handoffs working. Tagged with ai, voiceassistant, livekit, python....
attention
1+ week, 6+ day ago (434+ words) MLA attention and lightning indexer for HY V4 (NVIDIA). The per-head learnable sink is supported through.flashmla_sparse, which subclasses the platform's sparse MLA backend to forward attn_sink. The sink is applied by binding the sink-capable backend from.flashmla_sparse; if no backend on this platform…...
Resources
3+ week, 3+ day ago (43+ words) NuGuard is an AI trust platform built for one purpose: making sure AI agents do what they're supposed to — before they reach production. NuGuard develops the NuGuard AI Trust Platform, an open-source based behavioral validation solution that closes the Agentic…...
Docs — satoshidata.ai
4+ week, 22+ hour ago (73+ words) No key, no account. Copy this and run it now: Public beta currently opens the full wallet surface, including summary, detail, and contributor depth. Lightning, x402 USDC, and the API-key bridge remain wired even while public beta keeps the API free....
Weights
1+ week, 6+ day ago (326+ words) Hackaday In the business world, a moat is a quality of a business that makes it difficult for competitors to take that company’s profits. With how hard it is to train models for large language models (LLMs) and generative AI,…...
Msaada: Turning Community needs into Practical Support
1+ week, 14+ hour ago (379+ words) DEV Weekend Challenge: Generosity Edition Submission 💜 This is a submission for Weekend Challenge: Generosity Edition I built Msaada, a community-powered platform designed to turn local needs into practical, organized support. Many community needs are visible to the people closest to…...