18m ago 82
Show HN: PreApply – Terraform plan analyzer with blast radius and risk scoring
Python call graph analyzer with MCP support for LLM integration. Developer tool enabling LLM visibility into code structure and dead code detection.
19m ago 50
I Told You So
Terraform plan analysis tool for infrastructure risk assessment. Developer tool with minor relevance to broader ecosystem.
1h ago 75
The LLM Context Tax: Best Tips for Tax Avoidance
Building embedding API using EmbeddingGemma model on AWS Lambda with Rust. Demonstrates practical LLM deployment and inference optimization.
1h ago 80
Show HN: Decoder – Static call graph analysis for Python
Techniques for optimizing LLM context window usage and reducing computational costs. Directly addresses efficiency challenges in LLM deployment.
1h ago 88
Show HN: Context Lens: Devtools for your agent context
DevTools for debugging and optimizing AI agent context windows. Directly addresses developer tooling for agent systems.
1h ago 75
The hard problem with hard problems (Getting Claude to write a solar system SIM)
Claude used to generate a solar system simulator. Demonstrates LLM capability for code generation with practical challenges.
2h ago 65
Sector HQ Daily AI Intelligence - February 13, 2026
Daily roundup of AI shipping vs announcements. General industry intelligence without deep technical focus.
2h ago 50
From Kimball to Lakehouse: The Evolution of Data Storage (with Python Demo)
Comparison of data warehouse, data lake, and lakehouse architectures with Python examples. Infrastructure-focused, tangential to core ML.
2h ago 55
AI Helped Me Finish My Tasks — Not Overthink
Personal account of using AI to improve task completion and writing speed. Anecdotal productivity gains without technical depth.
2h ago 80
Building a Video-to-Prompt Pipeline: Lessons from TubePrompter
Production video-to-prompt system converting YouTube/TikTok/Instagram videos into AI prompts. Real-world LLM application architecture.
2h ago 75
Ask HN: Is there a no-LLM license yet?
Discussion of licensing restrictions to prevent LLM training on code. Relevant to open source AI governance.
2h ago 75
Sentiment Analysis in C# - Without Python or External APIs
C# sentiment analysis implementation without Python dependencies. Practical ML tool for .NET developers.
3h ago 60
Show HN: Seedance 2.0 - Create cinematic AI videos from text and images
Text-to-video AI generation tool. Practical LLM/generative AI application with minimal technical detail.
3h ago 80
zvec: embedded vector database
Embedded vector database for AI applications. Key infrastructure for LLM and ML systems.
3h ago 85
FARS (Fully Automated Research System)
Automated research system. Relevant to AI agents and autonomous systems development.
3h ago 70
Show HN: MarginDash – See which AI customers are profitable
SDK tracking AI model usage per customer and profitability. Tools for LLM product management and cost analysis.
4h ago 85
Invisible Prompt Injection
Invisible prompt injection vulnerability. Critical security concern for LLM applications and agents.
4h ago 58
Claude vs GPT-4: The Ultimate AI Showdown in 2026
Discussion of evolving software engineering roles in AI era. Career perspective relevant to developer audience but not technical content.
4h ago 68
Dynamic Spectrum Access: Signal Processing, Networking, and Regulatory Policy
Comparison of Claude and GPT-4 models across features and use cases. General model overview useful for practitioners but lacks technical depth.
4h ago 92
Best Local LLM for Your Hardware in 2026 (125 Models analysed)
Analysis of 125 open-source LLM models with hardware compatibility guidance. Directly helps developers select and deploy models on constrained systems.
5h ago 55
When GPUs Actually Hurt Performance
Analysis of when GPU acceleration degrades performance in ML workloads. Applicable context but not specific to core interests.
5h ago 65
Ring owners are returning their cameras
Custom Claude Code interface adding gaming sound notifications. Light tooling enhancement with LLM coding integration.
6h ago 68
The Most Common Mistakes Indie AI Devs Make in 2026
Common mistakes indie developers make building with AI in 2026; practical guidance for AI application development.
6h ago 75
Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims
Methods for verifying AI system safety, fairness, and privacy claims to support trustworthy development practices.
6h ago 72
Power Interview: All‑in‑One Interview Assistant—Transcription, AI Replies, Code Help, Face Swap
Interview prep tool using LLM transcription and AI-generated responses. Relevant for LLM application use cases in productivity tools.
7h ago 90
Alternating Reinforcement Learning for Rubric-Based Reward Modeling in Non-Verifiable LLM Post-Training
Alternating Reinforcement Learning for Rubric-Based Reward Modeling in Non-Verifiable LLM Post-Training
7h ago 90
Humanoid Manipulation Interface: Humanoid Whole-Body Manipulation from Robot-Free Demonstrations
Humanoid Manipulation Interface: Humanoid Whole-Body Manipulation from Robot-Free Demonstrations
7h ago 90
When Evaluation Becomes a Side Channel: Regime Leakage and Structural Mitigations for Alignment Assessment
When Evaluation Becomes a Side Channel: Regime Leakage and Structural Mitigations for Alignment Assessment
7h ago 90
Reinforcement Inference: Leveraging Uncertainty for Self-Correcting Language Model Reasoning
Reinforcement Inference: Leveraging Uncertainty for Self-Correcting Language Model Reasoning
7h ago 90
Efficient reduction of stellar contamination and noise in planetary transmission spectra using neural networks
Efficient reduction of stellar contamination and noise in planetary transmission spectra using neural networks
7h ago 90
End-to-End Semantic ID Generation for Generative Advertisement Recommendation
End-to-End Semantic ID Generation for Generative Advertisement Recommendation
7h ago 90
Spend Search Where It Pays: Value-Guided Structured Sampling and Optimization for Generative Recommendation
Spend Search Where It Pays: Value-Guided Structured Sampling and Optimization for Generative Recommendation
7h ago 85
OpenClaw生态深度分析：从个人AI助手到开源
Deep analysis of OpenClaw ecosystem including architecture, core projects, and applications; open source AI infrastructure.
8h ago 75
LLM Reasoning Failures
Analysis of LLM reasoning failure modes. Research-focused exploration of LLM limitations and behavior.
8h ago 88
I improved 15 LLMs at coding in one afternoon. Only the harness changed
Approach to improve 15 LLMs' coding ability by modifying only the evaluation harness. Direct ML research on LLM capabilities.
9h ago 81
AI-native software factory with the Phoenix Architecture
Phoenix Architecture pattern for AI-native software factories. Architectural approach to building production AI systems.
9h ago 78
Smithers - Declarative AI Orchestration with React
Smithers: declarative AI orchestration framework using React. Shows framework approach to building AI systems for developers.
9h ago 85
LLM Steering: From Prompting Tricks to Activation Control
Technical exploration of LLM control methods beyond prompting, covering activation-level steering techniques. Advances understanding of model behavior.
9h ago 92
Building an Exercise Database: Multi-Source Data Normalization
Technical pipeline converting video to AI-ready prompts for generative models using computer vision; bridges vision and LLMs.
9h ago 58
How Computer Vision Turns Videos into AI-Ready Prompts
Data engineering patterns for aggregating and normalizing fitness data from multiple sources; practical pipeline work.
9h ago 86
Show HN: Wip – Monitor AI agent commits and local Git state from the CLI
CLI tool to monitor AI agent activity in git repos and track local state. Addresses practical challenge of managing AI-generated code changes.
9h ago 88
Show HN: MicroGPT in 243 Lines – Demystifying the LLM Black Box
MicroGPT: 243-line Python implementation of GPT algorithm from scratch. Demystifies LLM internals and enables transparency in AI development.
9h ago 68
Why AI Detector is the New "Linter" for the Generative Era
Developer's experience using AI detectors as code analysis tools in generative AI era. Explores practical AI tooling for developers.
9h ago 62
Robust ways to extract bank statements from PDF to CSV beyond raw LLMs?
Question about extracting bank statements from PDFs using LLMs. Practical LLM application with extraction focus.
9h ago 92
Ask HN: What makes an AI agent framework production-ready vs. a toy?
Discussion of production-ready AI agent frameworks vs. toy projects, covering persistence, tool use, and multi-model support requirements.
9h ago 85
Show HN: Open-source MCP server that lets AI assistants shop via Google's UCP
Open-source MCP server enabling AI assistants to shop via Google UCP. Demonstrates agent framework implementation and tool use.
9h ago 72
A Governance Lens on Drift, Evidence, and Reliance.
Examines model drift through governance perspective, distinguishing behavioral drift from statistical drift in ML systems.
10h ago 85
Integer Quantization for Deep Learning Inference: Principles and EmpiricalEvaluation
8-bit quantization techniques for shrinking AI models and accelerating inference on edge devices. Core ML optimization research.
10h ago 72
How AI Generates Brand Names: The Real Pipeline
Using AI to generate brand names. Demonstrates practical LLM application for creative naming tasks.
10h ago 55
Show HN: Paragliding RL
Building RL agent for paragliding strategy. ML research application in specialized domain.