🎯 BM25 - lincketheo · Scour

Designing Memory for a Minimal Rust Coding Agent, Without a Vector Store

🔍Information Retrieval

xavierforge.dev··Hacker News

From Confident Closing to Silent Failure: Characterizing False Success in LLM Agents

🔍Information Retrieval Academic

paradedb/drizzle-paradedb: Official extension to Drizzle for use with ParadeDB

🔍Information Retrieval Code

github.com··r/javascript, r/node, r/typescript

TrustMargin: Training-Free Arbitration between Parametric Memory and Retrieved Evidence in Large Language Models

🔍Information Retrieval Academic

shoo99/paper-rag: A private, fully-local RAG over your own PDFs: BGE-M3 + embedded Qdrant + a local LLM via Ollama. ~150 lines, nothing leaves your machine.

📌Embedding Retrieval Code

github.com··DEV

An Expanded Synthetic Conversation Dataset for Multi-Turn Smishing Detection

🔍Information Retrieval Academic

vishal-dehurdle/state-harness: Runtime safety net for LLM agents. Detects token spirals, kills doomed tasks early, tells you exactly why. Rust core, Python SDK. pip install state-harness

🔍Information Retrieval Code

github.com··Hacker News

Release v1.3.0 · dyad-sh/dyad

🔍Information Retrieval Code

Hiding in Plain Floats: Steganographic Carriers for Indirect Prompt and Content Injection

🔍Information Retrieval Academic

PereStruct: Multimodal Semantic Assembly for Robust Historical Document Parsing

🔍Information Retrieval Academic

Decision-Aware Memory Cards: Counterfactual-Inspired Context Selection and Compression for Tool-Using LLM Agents

🔍Information Retrieval Academic

steevin/neuron-cli: A terminal knowledge manager that doesn't get in your way.

🔍Information Retrieval Code

github.com··Hacker News

texttron/BrowseComp-Plus: BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent (ACL 2026 Main)

🔍Information Retrieval Code

github.com··Hacker News

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