9 articles
A detailed breakdown of jamesob's viral local LLM guide covering the $2k and $40k hardware paths, critical BIOS settings, and why most setups fail at PCIe negotiation and IOMMU.
Google Trends put CBRS stock on the board after Cerebras' first public-company earnings. The developer takeaway is not a trade. It is that AI inference demand is now being priced, questioned, and audited in public.
Sakana Fugu makes a timely argument for model routing: frontier performance should come from swappable systems, not a hard dependency on one proprietary API.
Factory.ai shipped a router that auto-picks the model for each Droid session and fails over across providers. The vendor claims 20-25% lower token spend and 99.9%+ request reliability. Here is what the product actually does, which claims are vendor claims, and whether a router beats DIY routing for your team.
OpenRouter Fusion turns multi-model panels into an API feature. The useful lesson is not to run every prompt through more models. It is to define when a task deserves an expensive second opinion.
Anthropic added three new primitives to Claude Managed Agents in spring 2026 - dreaming, outcomes, and multi-agent orchestration. Here is how each one works and when to use them together.
Factory AI's Droid agent surfaces a new competitive front in coding tools: cost-per-completed-task. Here's what their architecture reveals about where the whole industry is heading.
A practical comparison of LLM routing tools - LiteLLM, Portkey, and OpenRouter - covering cost management, fallbacks, caching, and when to use each for production AI applications.
Cloudflare's Agent Memory primitive. What it stores, latency profile, how it compares to mem0, and how to wire it into your stack.
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