Prompt Engineering

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jianzhichun/permafrost: Freeze Claude Code's prompt prefix so DeepSeek's automatic cache always hits — alignment proxy + coalescing + keepalive, installable as a CC plugin. Measured 64% cheaper on real Claude Code traffic.

 🔌MCP  Content type: Code
github.com··Hacker News

Context Engineering Is the Skill That Actually Ships Reliable AI Agents

 Generative AI

Acoda: Adversarial Code Obfuscation for Defending against LLM-based Analysis

 🟢OpenAI  Content type: Academic
arxiv.org·

My A/C unit came with a cruddy manual. Claude made a better one

 💻AI Coding Tools
pcworld.com·

The Environmental Cost of LLMs in AIED: Reporting and Practices

 🔬AI for Research  Content type: Academic
arxiv.org·

desplega-ai/claude-bridge: A simple `claude -p` bridge, drop-in replacement

 🔧Tool Use  Content type: Code
github.com··Hacker News

Fine-tuning Multi-modal LLMs with ART: Art-based Reinforcement Training

 🎛️Fine-Tuning  Content type: Academic
arxiv.org·

Should LLM Agents Decide in Social Simulations? Comparing Finite-State and LLM-Based Decision Policies

 📊AI Evals  Content type: Academic
arxiv.org·

Neuron-based Personality Trait Induction in Large Language Models

 Generative AI  Content type: Academic
arxiv.org·

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

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

Enhancing LLM-Based Code Translation with Verified Multi-Semantic Representations

 📄LLM Research  Content type: Academic
arxiv.org·

LLMs+Graphs: Toward Graph-Native, Synergistic AI Systems

 Generative AI  Content type: Academic
arxiv.org·

Mind your key: An Empirical Study of LLM API Credential Leakage in iOS Apps

 📄LLM Research  Content type: Academic
arxiv.org·

harshuljain13/llm-inference-at-scale: A Practitioner handbook for production llm serving.

 📄LLM Research  Content type: Code
github.com··Hacker News, r/LLM

A Zero-Shot Multi-Agent Framework for Human-Building Interaction via Programmatic Reasoning

 👩‍💻AI Practitioners  Content type: Academic
arxiv.org·

Beyond representational alignment with brain-guided language models for robust reasoning

 👩‍💻AI Practitioners  Content type: Academic
arxiv.org·

Show HN: TuringLLM – a LLM-powered Universal Turing machine

 👩‍💻AI Practitioners  Content type: Code
github.com··Hacker News

Large Language Models in Process Systems Engineering: Opportunities, Architectures, and Industrial Deployment Challenges

 🕸️Multi-Agent Systems  Content type: Academic
arxiv.org·

Boris Cherny, Claude Code creator at Anthropic, says his personal workflow has shifted from manual prompting to building autonomous loops

 Generative AI  Content type: News
digg.com·

wastedcode/truecast: The expert teammates Claude Code doesn't ship with

 🛠️Skills Ecosystem  Content type: Code
github.com··Hacker News
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