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github.com · 2026-10-31 · Ranked: agent match · community signal · fresh 1.00 · score 3.54 · Context

Show HN: InBox Wall – A local-first, open-source email sanitizer for AI agents

github.com · 2026-10-31 · Ranked: agent match · community signal · fresh 0.98 · score 3.37 · Context

DeepSeek open-sources dsh-superagent, a coding agent largely built by agents

github.com · 2026-10-31 · Ranked: agent match · community signal · fresh 0.97 · score 3.31 · Context

Show HN: Tadpole – an LLM agent built from scratch then post-trained on 4B model

FourWeekMBA · 2026-10-31 · Ranked: community signal · fresh 0.98 · score 2.45 · Context

Qwen-Based EdgeRock-4B Caps Its KV Cache at 72 MiB a Request

arxiv.org · 2026-10-29 · Ranked: evaluation match · research watch · fresh 0.77 · score 2.07

Glance: The Generator Is Its Own Reranker

Retrieval-augmented generation commonly serves separate models for reranking and answering, duplicating model residency and passage processing. We introduce Glance, which equips the generator with a lightweight decisi... Context & related coverage →

arxiv.org · 2026-10-29 · Ranked: agent match · research watch · fresh 0.77 · score 2.04

Understanding and Mitigating Role Spoofing in LLMs

Despite growing capabilities, LLMs remain susceptible to prompt injections: malicious inputs that can manipulate or hijack models. In particular, it has recently been observed that LLMs can exhibit role confusion (Ye... Context & related coverage →

infoq.com · 2026-10-30 · Ranked: practitioner analysis · fresh 0.75 · score 1.89

Article: InfoQ AI, ML and Data Engineering Trends Report - 2026

This InfoQ Trends Report offers readers a comprehensive overview of emerging trends and technologies in the areas of AI, ML, and Data Engineering. This report summarizes the InfoQ editorial team’s and external guests'... Context & related coverage →