Telnyx has released an open-source AI-powered call router that uses natural language processing to route callers to the correct team, replacing traditional IVR menus. The Python Flask application inte…
A developer built RepoAudit, a REST API that audits public GitHub repositories, returning data quality reports and AI-powered complexity scores for issues. The API, built with TypeScript and Express, …
Neon AI Gateway, powered by Databricks Foundation Model APIs, achieves fast open-weight model inference through optimizations like continuous batching, KV-cache paging, and prompt caching, which boost…
A developer's guide outlines the three pillars for building production-ready AI agents: benchmarking, cost optimization, and tooling. It emphasizes task-level evaluation over static benchmarks, using …
A two-year analysis by Soamee, an AI integration firm, reveals that the real cost of running large language models in production is driven by inflated input token counts from system prompts, conversat…
Independent researcher Jahangir Nasimi is seeking an arXiv endorsement for his paper on AI-driven nuclear safety, presented at the IAEA International Conference on Topical Issues in Nuclear Installati…
In 2026, open-weight models such as Kimi K3, DeepSeek V4, Inkling, and Nemotron 3 advertise million-token context windows, made feasible on consumer hardware by rebuilding attention mechanisms. A 48GB…
Soamee, a company that develops AI features for clients, reports that the real cost of operating large language models (LLMs) in production is often underestimated, with system prompts, conversation h…
Soamee, a company building AI features for clients, reports that the real cost of running LLMs in production is often underestimated due to system prompts, conversation history, and RAG context inflat…
Scalattice, founded by a 2x founder, launched an OpenAI-compatible inference API that runs open models like Qwen3 and Llama 3.3 70B on a distributed network of consumer-hosted machines. Providers earn…
A public LLM benchmark board triggered four false drift alerts between July 21 and 24, all caused by rate limits or small eval-set noise rather than actual model degradation. Maintainer Egnaro found t…
Nvidia's NVLink bridge boosts prompt processing by 30% and FSDP training by nearly 3x on dual RTX 3090s, but token generation and DDP training show no benefit, according to tests by a developer runnin…
Cloudflare Workers AI enables static sites to add an LLM like Llama 3.3 70B without a backend or API keys, using a two-line binding in wrangler.toml. A developer integrated it into a PRD consulting la…
Telnyx released a 104-line Python app called the AI Phone Story Hotline that lets callers dial a phone number, pick a genre, and hear an AI-generated interactive story that adapts to their choices in …
A developer built Candidate Compliance Agent, a multilingual RAG system that lets users query Tamil Nadu election candidate affidavits in English or Tamil. The system extracts text from scanned PDFs u…
A developer released an open-source tool called Voice-to-SQL that uses an LLM (Llama 3.3 70B via Groq) to convert plain English business questions into SQL queries against a sample SaaS database. The …
A developer built Lagotto Meter, a tool that checks how well a website's structured data (llms.txt, JSON-LD) supports its claims for AI agents. It fetches declared data, passes it to Llama 3.3 70B or …
FamNest engineer discovered that AI agents fail to call APIs correctly when documentation is written for humans, not machines. The coach agent in FamNest's agent graph repeatedly constructed malformed…
A developer built a fully working conversational AI agent on Databricks without custom tables or Vector Search, using only the built-in samples.tpch dataset. The stack includes OpenAI Agents SDK, Data…
A DigitalOcean benchmark found that serverless inference providers produce different LLM behavior across deployments, with provider rankings flipping by model and diverging on speed, output fidelity, …