AI & LLM

Ontological Knowledge Blocks: Executable Compliance and Profile-Based Validation for Trustworthy AI Systems

One Open Source Project per Day #74: ai-engineering-from-scratch - Build AI Full-stack Skills from Ground Up

LLM Gateway Explained — Build One With LiteLLM + LangChain

Building MCP Servers in TypeScript That Don't Fall Apart

AI API Pricing in 2026: What You Actually Pay for GPT-5.5, Claude Opus, Gemini, and 20+ Models

Format-Constraint Coupling in Knowledge Graph Construction from Statistical Tables

Gemini 3.5 Flash beat 3.1 Pro on coding and agents

Diffusion Language Models Are Here: Deep Dive into NVIDIA's Nemotron-Labs DLM Architecture

Building a cost-efficient LLM caching layer in Python

Fine-tuning vs RAG: a decision framework with examples

What exactly changes with the Claude Max plan?

Prompt Engineer CV Guide: How to Land a Role That Barely Existed Two Years Ago

Enhancing Visual Token Representations for Video Large Language Models via Training-Free Spatial-Temporal Pooling and Gridding

Type-Safe Django REST Views: Schema-Driven Development for AI Code Generation

LLM Token Counting and Cost Optimization: A Practical Guide

Stop Trusting Your Accuracy Score: A Practical Guide to Evaluating Logistic Regression Models

Diffusion Language Models: How NVIDIA Nemotron-Labs Diffusion Shatters the Autoregressive Speed Ceiling

Anna's Archive publica un llms.txt para los LLMs que rastrean su catálogo

How to control IT assets with Claude + Handoff MCP

Qwen3-Coder-Next: 80B total, 3B active, 70.6 on SWE-Bench

The Speculative Decoding Pattern

Stop retraining YOLO: a developer’s guide to zero-shot object detection with generative VLMs

Google Just Shipped Gemini 3.5 Flash. Here's What Developers Actually Need to Know.

Playing Devil's Advocate: Off-the-Shelf Persona Vectors Rival Targeted Steering for Sycophancy

Conditional Equivalence of DPO and RLHF: Implicit Assumption, Failure Modes, and Provable Alignment

ScenePilot: Controllable Boundary-Driven Critical Scenario Generation for Autonomous Driving

Your "Claude Opus" API Might Not Be Claude Opus

How to detect prompt injection attacks in user input

LLM output validation: 5 patterns that actually work in production

A practical guide to prompt engineering for structured data extraction

92. BERT: The Model That Reads in Both Directions

Gemini 3.5 Flash & Google Antigravity 2.0: A Real-World Performance Analysis

How to Choose an AI Gateway in 2026

Automate LLM Red Team Campaigns with PyRIT

What Is a World Model, and Why Is It More Than Prediction?

Turn ~800M Free AI Tokens Into a Single OpenAI API with FreeLLMAPI

From English to SQL: How LLMs Actually Understand Your Database Schema

How to Prompt AI Tools to Write Accurate SQL Queries (And Why Most Developers Get This Wrong)

LLMs Are Probabilistic. Your Workflow Shouldn't Be.

Gemini vs. ChatGPT for Coding: A Developer's Guide

DeepSeek V4 on Huawei's Ascend 950: A Real Stress Test for China's AI Chip Ecosystem

KV Cache Explained Like You're an LLM Engineer

The Feature Store: Consistency and Latency Are Both Non-Negotiable

Benchmarking AWS Nova on Log Data: How It Compares to ChatGPT-3.5

DOM Accessibility Tree Extraction: A Reliable Method for LLMs on Dynamic Web Tables

Rate Limiting for Lovable Apps: How to Stop Surprise OpenAI Bills

Optuna Tutorial: Automate Hyperparameter Tuning for ML Models in Python

vLLM in Production: Ranked Configuration Decisions, Failure Modes, and the Architecture That Makes Them Work

LinAlg-Bench: A Forensic Benchmark Revealing Structural Failure Modes in LLM Mathematical Reasoning

Benchmarking five live translation systems with an open-source eval harness (including OpenAI's GPT-Realtime-Translate)

Stop Hardcoding AI Prompts: A Developer’s Guide to PromptCache

Python Sentiment Analysis: From Basics to BERT

Gemini 3.5 Flash Developer Guide

Your AI speed benchmark is measuring the one workload you don't run

AI Crawler Management: How to Optimize Your robots.txt for AI Search

ko-prompt-kit: Production-ready Korean LLM prompts for Claude & GPT

89. The Claude API: Building with Anthropic's Models

Claude Sonnet vs Opus for Coding: Which Model Should You Choose?

How to Choose an AI Gateway in 2026: The Checklist Engineers Actually Need

The CRAAP Test in the Age of AI — A Librarian's Updated Checklist

SMCEvolve: Principled Scientific Discovery via Sequential Monte Carlo Evolution

Gemini's Interactions API default flips May 26 — your interaction.outputs reads will go undefined and tool calls silently stop

How to Build a Multi-Provider LLM Router in 50 Lines of Code 🛤️

Aggregate Benchmarks Lie. Here's What 700 AI Functions Look Like by Security Domain.

Unsloth + NVIDIA: 1.6x Faster LLM Fine-Tuning With 70% Less VRAM

3.Generate Code Comments with AI

How to add eval quality gates to your LLM app (like CI for AI)

Building a Multi-Provider AI Setup (OpenAI + Claude + Gemini in One Project)

Architecting a Resilient AI Routing Layer for Multi-Model Workloads Current Situation Analysis Modern applications increasingly depend on large language models for core functionality, yet most teams...

Model Routing Patterns for OpenAI-Compatible AI Gateways

What Is an OpenAI-Compatible API? How It Works and Why Every AI Tool Supports It

Async Python for AI: Building High-Concurrency AI Applications

Stop prompt injection before it reaches your LLM (open-source runtime safety proxy)

LLM Model Routing: How to Automatically Pick the Right AI Model for Each Task

DeepSeek API Guide: How to Use DeepSeek V3 and R1 in Your Projects

What Are Tokens and Temperature in AI Models?

84. Fine-Tuning LLMs: Teaching Giants New Tricks

Structured Data Extraction from PDFs: Regex vs Template Matching vs AI

Baidu ERNIE 5.1 entrena con 6% del cómputo de modelos comparables

Algorithmic Efficiency Over Raw Compute: Engineering Elastic MoE Architectures for Frontier Performance Current Situation Analysis The artificial intelligence industry has operated under a persisten...

AI API Error Handling and Reliability: Production Best Practices

12 AI Models Tested: Which One Generates the Best Business Charts?

DynaPrompt: A Cleaner Way to Manage Prompts in LLM Apps

Free Claude Code: Route Claude Code API Calls to Free Alternatives

Architecting Predictable LLM Inference on EKS: A Karpenter-Driven Capacity Strategy

Architecting Predictable LLM Inference on EKS: A Karpenter-Driven Capacity Strategy Current Situation Analysis Translating executive requirements into production-ready machine learning infrastructur...

One Question, Five AI Search Engines, Five Different Answers

Uncertainty Estimates of Predictions via a General Bias-Variance Decomposition

Testing AI-Powered Applications: Strategies for LLM Integration

MediaPipe Face Mesh: All 478 Landmark Points

How to A/B Test LLM Prompts Without Breaking Production

Doubao API Setup 2026: 19 ByteDance Models, $0.022/M Floor, Python in 5 Min

81. BERT: Understanding Language Deeply

GPT-5.5 Instant Is Now the Default. Here's What Actually Matters for Developers.

Leakage in ML Pipelines: How to build a bulletproof preprocessing architecture

Voice assistant with cloned voice & Mistral AI Voxtral

Vercel AI SDK Middleware vs Genkit Middleware: a Hands-On Comparison

DeepSeek-V4: Finally, a Context Window Built for Agents

Best Replicate Alternatives for AI Inference in 2026

Векторы, размерности и пространства признаков

Everything You Know About Scaling Web Apps Breaks When You Serve an LLM

Arena ELO History: el gráfico que expone cómo se degradan los LLM

What Anthropic's $200 Agent SDK Credit Means If You Run claude -p in Production