A developer outlined a production pattern for LLM API cost monitoring in .NET, using a DelegatingHandler to capture usage.total_tokens and push metrics to Prometheus with a background reconciliation j…
A developer at Infriqa documented a recurring deployment failure pattern in FastAPI/RAG/agent apps where soft health checks report the platform as healthy while users receive 502 Bad Gateway errors be…
DuckDuckGo updated the Duck.ai addendum to its privacy policy and terms of service, removing the provision that stored a copy of a chat in encrypted form on its servers when a user created a share lin…
Flipside, an Australian pinball machine marketplace, documented seven failure modes in its free LLM-powered repair assistant, which indexes roughly 2,300 documents (141,974 chunks) covering about a th…
Microsoft released Foundry IQ, a managed knowledge layer built on Azure AI Search's agentic retrieval engine that turns RAG into a shared, governed resource consumable by multiple Foundry agents over …
DVARA Open Source 1.8.0 introduces explicit multi-provider LLM routing that separates provider selection, retry and failover into distinct stages, with governance and capability checks applied before …
Kong released Kong Operator 2.3, adding full Kubernetes CRD support for Kong AI Gateway so teams can declare AI Gateway control planes, model providers, models, policies, authentication, and consumers…
A developer's two-stage evaluation of MCP tool selection found that a small model (gpt-5.4-mini) picks the correct tool from a forced five-tool shortlist 90–97% of the time regardless of description v…
Adobe posted an on-site Enterprise AI Architect role in Melbourne requiring 10+ years of client-facing enterprise architecture experience and working knowledge of RAG, AI agents, LangChain, LlamaIndex…
CI&T posted a remote midlevel full-stack developer role in Brazil requiring Java and Angular skills alongside generative AI work, including RAG, MCP, prompt engineering, and integration with OpenAI, A…
Manhattan District Attorney Alvin Bragg announced Monday that his office seized the domain names of 12 AI deepfake pornography sites, taking them offline for violating laws against non-consensual vide…
A developer's guide for .NET teams shows how to control LLM context costs by trimming prompts, reusing KV cache, and monitoring token usage. The article details a fintech support bot case where Azure …
A developer's experiment comparing DocLang XML markup to Markdown for feeding PDFs to LLMs found that all three representations produced identical answers—100% accuracy on facts and 87.5% on structure…
A developer demonstrated how to orchestrate a multi-agent system in .NET using the Agent-to-Agent (A2A) protocol, converting remote agents into AIFunction tools for an LLM-based orchestrator. The proo…
TrustGraph 2.8 has been released, introducing an asynchronous architecture, hybrid retrieval, structured output, and a plugin-based workbench. The update replaces thread-per-consumer pub/sub with conf…
A German government agency employee asked Hacker News for real-world success stories on rolling out agentic AI for knowledge workers, noting their internal GPT built with LangGraph and Azure OpenAI la…
An engineer has developed PII Guardrail Studio, a local, air-gapped reverse privacy proxy and encrypted token vault designed to run inside a private VPC, enabling enterprises to use external LLM APIs …
Harvey, an AI company for legal and professional services, is hiring a Staff Software Engineer for Model Infrastructure in San Francisco with a salary of $231k–340k/yr. The role involves leading the d…
Cisco Systems Inc. has deployed a personal AI agent called MyAgent to all 90,000 employees, with 50–60% of requests routed to open-weight models on its own GPU servers, 20–30% to software automation, …
A developer detailed how to self-host LibreChat, an open-source ChatGPT-style interface, to replace per-seat subscriptions with per-token API billing for teams. The guide covers setup, security fixes,…