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hamel.dev · 2026-10-20 · Ranked: agent + evaluation match · practitioner analysis · fresh 0.89 · score 2.82

How To Use Decision Models for Evals

Decision models have exploded onto the scene recently, starting with TypeSafe’s Jev, followed by Perplexity’s Decider, Liquid’s d1, Cloudflare’s Clef, and OpenAI’s Decisions API 1 . These models promise fast, inexpens... Context & related coverage →

github.com · 2026-10-20 · Ranked: agent + harness match · community signal · fresh 0.99 · score 2.61

Show HN: Gauge CLI – Open-Source Hillclimbing for Agent Experience

Hi HN! We're releasing an open-source CLI for hillclimbing Agent Experience. That means optimizing your agent-facing surfaces (Skills, CLIs, SDKs, and docs) so that your users' coding agents can easily use your produc... Context & related coverage →

infoq.com · 2026-10-20 · Ranked: agent + evaluation match · practitioner analysis · fresh 0.92 · score 2.21

Presentation: Beyond the Prototype: Scaling Framework Agnostic AI Agent Infrastructure with Ray

The speakers discuss transitioning AI agents from local FastAPI prototypes to resilient production systems on Kubernetes using Ray. They share operational insights on RayCluster topology, stateful memory handling, aut... Context & related coverage →

anthropic.com · 2026-10-20 · Ranked: research watch · fresh 0.96 · score 2.10

How Claude designed protein binders against scorpion neurotoxins

We asked an internal research Claude model to design minibinders (small proteins that attach tightly to a target) against scorpion neurotoxins. Context & related coverage →

PYMNTS.com · 2026-10-20 · Ranked: community signal · fresh 1.00 · score 2.04 · Context

DeepSeek Open Sources Inference Tech to Lower AI Costs

cloud.google.com · 2026-10-20 · Ranked: agent + evaluation match · cloud platform update · fresh 0.88 · score 1.93

Introducing Gemini for government services

Earlier this month at Gemini at Work, we introduced the Gemini agent: a single, universal agent for work. It answers your questions, handles your knowledge work, creates your images and media, and writes and runs code... Context & related coverage →

databricks.com · 2026-10-20 · Ranked: agent match · cloud platform update · fresh 0.98 · score 1.86

Introducing Agent Memory on Databricks

Today we're introducing agent memory on Agent Bricks, Databricks' agent developer... Context & related coverage →

github.blog · 2026-10-20 · Ranked: practitioner analysis · fresh 0.97 · score 1.78

How 3 Java Champions are using GitHub Copilot for increased productivity

Three Java Champions share how they use GitHub Copilot to solve problems, accelerate development, and keep humans responsible for the results. The post How 3 Java Champions are using GitHub Copilot for increased produ... Context & related coverage →

TradingView · 2026-10-20 · Ranked: community signal · fresh 0.90 · score 1.64 · Context

llm-d 1.0 Advances Open, Cost-Efficient AI Inference for Production Scale

vllm.ai · 2026-10-20 · Ranked: practitioner analysis · fresh 0.83 · score 1.61

Introducing vLLM TorchTPU

vllm-torchtpu is a new vLLM backend for Google Cloud TPUs built on TorchTPU, with Pallas kernels, multi-host parallelism, KV cache offloading, and disaggregated serving. Context & related coverage →

openai.com · 2026-10-20 · Ranked: frontier lab · fresh 0.88 · score 1.53

Franchisee reconciles cash in 94% less time with ChatGPT Work

An independent Schlotzsky’s and Cinnabon franchisee cut menu repricing time by 95% and built a workflow that could free up $100K in cash flow. Context & related coverage →