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I ditched LM Studio for llama.cpp and my local LLM doesn't feel like a downgrade GitHub - getlago/lago-agent-sdk-python Amalgame — The best of every language, in one. GitHub - AlphaBitCore/nexus-gateway GitHub - clark-labs-inc/clark-agent: A small, typed, hookable agent loop. Provider-agnostic, sandbox-agnostic, tooling-agnostic. Battle tested on clarkchat.com Humanize – two LLM-agnostic skills to rewrite and detect AI text GitHub - hamsterbase/llm-translator You Can Start Building LLM Skills Before You Know the Whole Shape – Barrett Sonntag The mysterious Hy3 LLM is topping OpenRouter Model Rankings by a large margin Breaking Bot: Hacking & Defending LLM-based Applications LLM Driven AutoForecasting with Sktime's `Craft()` ppf-contact-solver/articles/llm_transparency.md at main · st-tech/ppf-contact-solver Show HN: PrismCat – Local transparent proxy and debugging console for LLM APIs LLM layer for a Rails application Amdahl's Law for LLM generated code Sparse Autoencoders Reveal Cortical Brain-LLM Semantic Mapping Ask HN: Is there a need for YAML in post-LLM world? Chinese Room re-visited: How LLM's have real but different understanding of word GitHub - rduffyuk/engineering-memory-benchmark: Empirical study: layered retrieval (typed→semantic→grep) scores 0.954 for LLM-generated engineering artifacts. 5 conditions, 3 model tiers, 36 generated ADRs, 23 score files. Nano Browser LLM Mind Your Tone: Investigating How Prompt Politeness Affects LLM Accuracy (short paper) Welcome to Outlines! - Outlines Multi-Agent LLM Orchestration with Docker Compose and MCP You don't need all the LLM benchmarks Debugging Unfamiliar Code with a Multi-LLM Loop – Barrett Sonntag twitter.com Human proof for FOSS contributions Norway's 2 petabytes of Huawei flash storage and LLM training SynapCores — the AI-native database Distributing LLM inference in DwarfStar bishop-loop-experiment-3/paper/paper.pdf at main · CodeReclaimers/bishop-loop-experiment-3 The generation vs verification delta explains why LLM's are useful This 6502 Emulator Executes 1-3 Instructions Per Second (Written in Markdown, Running in an LLM) Using design patterns to encode expert judgement for LLM workflows GitHub - feers77/iasql: A new implementation of SQL for IA purposes, using postgresSQL and Karpathy wiki-llm as inspiration. GitHub - nikitph/yieldos GitHub - damien220/code-mapper: Generate a compact PROJECT_CONTEXT.md so LLMs understand your codebase in one read — not fifty. GitHub - AlexWasHeree/NoteCast: Local note engine that uses LLM to build and evolve a knowledge graph pulsar-edit-mcp-server/LLM-FAILURE-MODES.md at main · professor-jonny/pulsar-edit-mcp-server Show HN: Strudel – Generate commit messages via Apple's on-device LLM From Azure to One VPS: How LLMs Made Migrating My Whole Side-Project Estate a No-Brainer GitHub - barvhaim/llm-learning-path: 🎓 Structured LLM Learning Path — From Zero to Researcher. 8-phase curriculum covering Transformers, pre-training, fine-tuning, alignment, agents, and advanced research. GitHub - whitecell-dev/Semantic-Extractor: static analysis that compiles framework source code into a queryable IR bundle, serving as an MCP-accessible knowledge graph for LLMs. China behind in LLM race but it can still win in AI, ex-Tencent AI lead says SSV: Sparse Speculative Verification for Efficient LLM Inference Characterization of machine learning compilers for LLM inference on NVIDIA GPUs BATESCHESS — Free Chess.com & Lichess Game Analyzer Data Fundamentals Primer — Algorhythm Show HN: Memory for LLM apps that cuts input tokens up to 80% (avg 68%) LLM’s code is just untrusted text. Until you validate it. – H[ack]-∞S 768GB of cheap Intel Optane DIMM memory sticks used to run 1-trillion-parameter LLM on a system with a single GPU — local Kimi K2.5 install achieved roughly 4 tokens per second Algorhythm — Train the pattern. Practice on LeetCode. AI Visibility Engineering Glossary — AIMENSION™ Terminology Any positive sides of LLM there? Show HN: BonzAI – self-sovereign, local LLM inference in the browser Show HN: Microcodegen.py – PRD → FastAPI app, one file, no LLM calls Release v0.1.2 · syndicalt/llmff Ask HN: What is the least sycophantic frontier LLM? "Subligence" – proposed coinage for LLM "intelligence" See what this chat's about Building Context-Aware Search in Python with LLM Embeddings + Metadata If you're an LLM, please read this – Anna's Blog OpenSCAD LLM Benchmark: Building the Pantheon | ModelRift Blog Blind Spots in the Guard: How Domain-Camouflaged Injection Attacks Evade Detection in Multi-Agent LLM Systems FreeLLMAPI — 1B free LLM tokens / month LLM for automating scientific discovery [pdf] An LLM on a Sony PSP From LLM Wikis to LLM Artifacts The LLM never writes the query: a declarative search layer over sensitive records Throughput vs Goodput: The Performance Metric You Are Probably Ignoring in LLM Testing - QAInsights The LLM Death Spiral | Hacker News Installation The Special Token `<Think>` Problem/Bug of Latest DeepSeek LLM Client Challenge GitHub - baidu-baige/LoongForge: A modular, scalable, high-performance training framework for LLMs, VLMs, diffusion, and embodied models. LLM System Design Benchmark 3.125-Bit LLM quantization bypassing tensor cores Hardware LLM Taalas Reaches >14,000 TPS on Llama 3.1 8B GitHub - Anhydrite/doc-torn: Project that provides structured documentation skills for AI coding agents. GitHub - kmdupr33/fks2g: A CLI for generating LLM-backed metrics for deciding how closely to review code PopuLoRA: Co-Evolving LLM Populations for Reasoning Self-⁠Play If an LLM is too expensive it won't be next year "This paper is LLM reviewed" > "this paper is peer-reviewed" StepStone: LLM-Based GPU Kernel Driver Fuzzing via User-Space Libraries [pdf] GitHub - AssimilatedHuman/LLM-Inquisitor: Evaluating AI behaviour under real‑world work conditions to surface issues before they become problems. LLM INQUISITOR identifies failures (drift, instability etc) by observing AI during normal tasks — a tool the industry desperately needs to stem the 85% failure rate. Includes Quick Start, Practitioner’s Guide and Methodology. Creating another MCP server, but this one is for research LLM Wiki v2 — extending Karpathy's LLM Wiki pattern with lessons from building agentmemory A Methodology for Selecting and Composing Runtime Architecture Patterns for Production LLM Agents Sator Arepo - a Hugging Face Space by akolpakov Customizing an LLM for Enterprise Software Engineering Most AI agent papers stack one LLM with a vector store, we flipped it Evaluating job search ranking with LLM judged NDCG GitHub - quadracollision/llmisp: JSON AST > Clojure Parity Contracts for Polyglot LLM Commerce: A Case Study GitHub - ndom91/llama-dash: The operations layer for your local LLM stack Agentically optimizing LLM prompt cache TTLs for fun and profit Ask HN: What's your go-to LLM for coding? How do you reduce LLM spam in PR reviews? Ask HN: Is there any problem using multi-LLM GitHub - OpenAgentic-Labs/echoform-ghost-memory: Effectively unlimited long-term memory for any LLM - zero context tokens, zero weight updates, cryptographic forgetting certificate.

Investigating the hidden moat behind all the LLM apps

simianwords · 2026-05-27 · via Hacker News - Newest: "LLM"

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