Full-text search across 26265 articles. Combine with topic and date filters; results sorted by relevance.
A comparison of CLI and MCP approaches for AI agents shows CLI using 250 tokens versus MCP consuming over 2,000 tokens for the same file operation task, according to an experiment run by the author. The CLI approach used…
OpenSmith, an open-source, local-first alternative to LangSmith for tracing LLM pipelines, launched with 100% local data storage via SQLite and no cloud requirement. The tool, installable via pip, supports any Python LLM…
Sub2API is an open-source AI API gateway that lets developers self-host a unified endpoint for multiple AI providers, handling authentication, routing, usage accounting, and concurrency limits. The project provides a Doc…
Claude Code is the best agent foundation for development teams, but a full rollout requires six layers beyond the CLI: shared instructions, isolation, visibility, shared context, review and provenance, and governance, ac…
Nvidia and SK Group signed a $500 billion-plus letter of intent on July 24, 2026, to build a 2-gigawatt AI data center in South Korea using Nvidia's Vera Rubin DSX architecture and secure long-term supply of SK hynix HBM…
A developer built Aegis Gateway, an open-source AI gateway designed for regulated enterprises that enforces governance policies before model selection. The architecture uses a three-stage pipeline—policy filtering, ranki…
A developer details common failure modes in n8n Bedrock automation pipelines, including throttling, duplicate content generation, and cost blowouts. The post explains that n8n is purely an orchestrator and that AWS Bedro…
Microsoft released two new in-house AI models into public preview on Wednesday — MAI-Image-2.5-Pro, its highest-fidelity image generator, and MAI-Voice-2-Flash, a speech model for high-volume enterprise workloads — while…
South Korea moved to cement its role in the global AI supply chain Friday as Samsung Electronics and SK Group unveiled massive AI infrastructure partnerships with Broadcom, Nvidia and other US tech leaders under Presiden…
The open-weight AI ecosystem is following the same trajectory as Kubernetes did in the container wars, according to Tobi Knaup, co-founder of Mesosphere. He argues that open-weight models like Llama, Qwen, Mistral, and G…
An agent run is stochastic gradient descent over solution space, and steering is how the true objective enters the loop, according to a July 26, 2026 post that grounds the industry ladder of prompt, context, harness, and…
Vercel CEO Guillermo Rauch announced that AI agents now trigger more than half of the platform's 6 million daily deployments, up from under 3% six months ago, marking a tipping point in the agent era. At Vercel's Ship co…
AI's impact on aggregate employment is likely small right now, according to a new brief synthesizing research on AI and the labor market. Unemployment among workers in occupations most exposed to AI has risen by 0.77 per…
Model benchmarks are creating a fragmented AI landscape where 'the best model' depends on which specific test is valued most, according to a news analysis. GPT-5.6 leads on GPQA while Opus 5 dominates Humanity Last metri…
Toolgz, a new open-source library, cuts LLM tool-definition tokens by approximately 80% without hurting accuracy, reclaiming up to 40k tokens of context per request. In a 420-run cross-provider sweep across four frontier…
ToolJet released ActionRail, an open-source runtime value and action grounding framework for AI agents, now in public beta with a planned v1 for August 2026. ActionRail intercepts agent tool calls and validates each argu…
A developer built a tool to measure whether multi-agent scaffolding improves coding task performance, only to find that adding a planner, two drafters, and a judge made results worse (80% vs. 95%) at 22× the cost ($0.692…
A tiny macOS menu bar app called tinys tracks ChatGPT Pro and Codex quota usage, reset timers, and burn-rate warnings by reading local session data and the same private endpoint the ChatGPT desktop app uses, with no exte…
Large language models including Claude and ChatGPT exhibit a pattern of evasion and downplaying when prompted about Donald Trump, a behavior the author describes as a 'fear' of speaking his name. The author, who previous…
A developer explains the evolution from ChatGPT to AI agents between 2022 and 2026, detailing key innovations like RAG, function calling, reasoning models, and MCP that enabled autonomous multi-step work. The post emphas…