AI Archives - Page 8 of 19

Advanced RAG: Solving the ‘Broken Table’ Problem with Multi-vector Retrieval

June 7, 2026

Standard RAG fails when tables are split across chunks. This guide shows how to use Multi-vector Retrieval to link searchable summaries to full-context tables and images, boosting accuracy for complex documents.

Mastering Claude API Extended Thinking: A Guide to Deep Reasoning for Complex Coding Tasks

June 7, 2026

A deep dive into enabling and optimizing the Extended Thinking feature in Anthropic's Claude API. I share my experience using deep reasoning to solve complex distributed system bugs and provide practical code examples for your AI-driven dev workflow.

From Autocomplete to Agent: Automating Unit Tests with LangGraph and Pytest

June 7, 2026

Move beyond basic AI code completion. Learn how to build a self-healing unit testing loop with LangGraph and Pytest that saves 15+ hours a week.

Stop Feeding Your RAG Garbage: Better Extraction with LlamaParse and LlamaIndex

June 6, 2026

Learn how to build a high-accuracy RAG pipeline using LlamaParse and LlamaIndex. Avoid common PDF parsing traps and extract clean, structured data from complex tables and layouts.

Guardrails AI in Production: Lessons from 6 Months of Validating LLM Outputs

June 6, 2026

Moving LLMs to production requires more than good prompts. After 6 months of using Guardrails AI, I share how to use Pydantic, custom validators, and re-asking to ensure 100% data integrity.

Automating Prompt Optimization with DSPy: Declarative LLM Programming That Replaces Manual Prompt Engineering

June 3, 2026

DSPy lets you define LLM pipelines declaratively — specifying inputs and outputs instead of writing prompts by hand — then automatically optimizes them using labeled examples. This guide covers the trade-offs versus manual prompt engineering and walks through a full working implementation with code examples.

Advanced RAG: Solving the ‘Broken Table’ Problem with Multi-vector Retrieval

Mastering Claude API Extended Thinking: A Guide to Deep Reasoning for Complex Coding Tasks

From Autocomplete to Agent: Automating Unit Tests with LangGraph and Pytest

Stop Feeding Your RAG Garbage: Better Extraction with LlamaParse and LlamaIndex

Guardrails AI in Production: Lessons from 6 Months of Validating LLM Outputs

Automating Prompt Optimization with DSPy: Declarative LLM Programming That Replaces Manual Prompt Engineering

Automating Technical Documentation with LLMs and GitHub Actions

Extract Structured Data from LLMs with Instructor and Pydantic: No More JSON Parsing Nightmares

Stop Watching, Start Reading: Build a YouTube Intelligence Pipeline with Whisper and GPT-4o

Stop Being a Human Search Engine: Build a RAG-Powered Tech Support Bot