LLM Digest — AI news feed for platform and agent engineers

Top signals · Oct 28, 2026 · Updated Oct 28, 23:05 UTC

armincat.com · 2026-10-28 · Ranked: agent match · community signal · fresh 0.99 · score 3.19 · Context

Our AI Agent Executed the Same Successful SQL Query 254 Times

github.com · 2026-10-28 · Ranked: agent match · community signal · fresh 0.98 · score 3.11 · Context

Show HN: ~, An open-source agent registry

github.com · 2026-10-28 · Ranked: community signal · fresh 0.96 · score 3.04 · Context

Show HN: ThreadShelf – Obsidian and AI chats: vector search, MCP, llama.cpp

langchain.com · 2026-10-28 · Ranked: agent match · practitioner analysis · fresh 0.95 · score 2.48

How to build evidence-grounded agent memory with OpenWiki and Graphs

LangChain used OpenWiki, its open-source wiki compiler, and an evidence graph to build a persistent memory layer that preserves knowledge for agents to reuse across tasks. Learn how. Context & related coverage →

latent.space · 2026-10-28 · Ranked: agent match · practitioner analysis · fresh 0.97 · score 2.43

Why Agents Love Supabase

Paul Copplestone and Ant Wilson on building the backend for AI agents Context & related coverage →

huggingface.co · 2026-10-28 · Ranked: research watch · fresh 0.95 · score 2.13 · Context

NVIDIA Nemotron 3.5 Transcribe and Granary v2: Intelligent Multilingual Transcription You Can Prompt and Adapt

langchain.com · 2026-10-28 · Ranked: agent match · practitioner analysis · fresh 0.86 · score 1.92

How to Build Proactive, Always-On Agents with the Schedules SDK in Managed Deep Agents

Most proactive agents run on a simple cron. Learn what scheduled runs unlock, from memory to smart triage, and how to add them to Managed Deep Agents. Context & related coverage →

interconnects.ai · 2026-10-28 · Ranked: practitioner analysis · fresh 0.91 · score 1.84

Artificial Analysis v5 and the benchmarker's dilemma

A sort of review of the benchmarking industry and what's missing. Context & related coverage →

deepmind.google · 2026-10-28 · Ranked: frontier engineering · fresh 0.96 · score 1.44 · Context

Gemini 4 Carbon: Our next frontier model

openai.com · 2026-10-28 · Ranked: frontier engineering · fresh 0.92 · score 1.32

The future of the firm

How AI might enter the org chart—beneath, beside, and between us. Context & related coverage →

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The finishable AI feed for platform & agent engineers LLM Digest is a low-hype, ranked daily brief of AI news for platform and infrastructure engineers — model releases, frontier-lab research, inference and serving updates, agent tooling, and selected papers. One shared, transparent ranking for everyone; no engagement-optimized infinite scroll. Above is a static snapshot of the current top items; the live, filterable feed needs JavaScript. These pages are fully readable without it:

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