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Ground Control: A zero-back end admin tool to process 50k records in the browser

 📡Network Protocol Design  Content type: Blog

Empirical Study for Structured Output Control in LLMs for Software Engineering

 ⚙️PL Implementation  Content type: Academic
arxiv.org·

Raspberry Pi Home Server: Back Up Your Files Locally for Under $100 DescriçãO

 🏠HomeLab  Content type: Blog

ashp15205/guardian-runtime: A zero-latency, local-first runtime firewall for LLMs. Intercept every prompt and response locally to stop data leaks and runaway token costs.

 💻CLI Tools  Content type: Code
github.com··Hacker News

AI Academic Brain vs. AI Founder Brain

 🧠Apple Neural Engine

RedEdit: Agentic Red-Teaming of Image Safety Classifiers via MCTS-Guided Photo-Editing

 🔐Cybersecurity  Content type: Academic
arxiv.org·

Show HN: Agam – Activation-based memory for Claude Code, not retrieval

 🐋Docker  Content type: Code
github.com··Hacker News

Self-evolving LLM agents with in-distribution Optimization

 🧩Parser Combinators  Content type: Academic
arxiv.org·

ReasoningFlow: Discourse Structures for Understanding LLM Reasoning Traces

 Automated Theorem Proving  Content type: Academic
arxiv.org·

Show HN: MCP-gateway-scan read-only scanner for MCP production-readiness

 👁️Observability  Content type: Code
github.com··Hacker News

Precision Is Not Faithfulness: Coverage-Aware Evaluation of Grounded Generation with a Complete Oracle

 🧪Property-Based Testing  Content type: Academic
arxiv.org·

olivier-ls/php-ruler: A transparent expression & rule evaluator in pure PHP. Strict typing, no dependencies, and an explain mode that shows exactly why a rule passed or failed.

 ⚙️Compiler Design  Content type: Code
github.com··Hacker News

The Saturation Trap and the Subjectivity of Intervention Timing: Why Affect-Based Triggers and LLM Judges Fail to Time Interventions on Autonomous Agents

 🩹Self-Healing Systems  Content type: Academic
arxiv.org·

DuMate-DeepResearch: An Auditable Multi-Agent System with Recursive Search and Rubric-Grounded Reasoning

 🔍CBMC  Content type: Academic
arxiv.org·

ChibiRuby is a pure C# implementation of the mruby virtual machine

 ⚙️PL Implementation  Content type: Code
github.com··Hacker News

msalsas/amanuensis: A local-first AI persona for Mastodon and Bluesky — drafts by machine, approved by a human, nothing it can't ground gets published.

 🌐ActivityPub  Content type: Code
github.com··Hacker News

Why grep is failure when it comes to quality and token saving

 💻CLI Tools  Content type: Code
github.com··Hacker News

Show HN: Typedframes – Pandas/polars column name checking at lint time

 ⚙️Compiler Design  Content type: Code
github.com··Hacker News

Cznorth/winkterm: AI that shares your terminal session. Open-source AI terminal where the AI types commands directly into your shell, not just suggests them. SSH, Docker, BYO LLM.

 💻CLI Tools  Content type: Code
github.com··Hacker News

GaaraZhu/gate: A deterministic privacy boundary between your data and AI.

 🛡️macOS Security  Content type: Code
github.com··Hacker News

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