llm - Hexmos Journal

When Coding with AI, You Get What You Inspect, Not What You Expect

AI coding assistants have made code generation cheap, but correctness has not gotten cheaper at the same rate. This is why inspection, not expectation, decides whether AI-assisted code actually works.

postgresql

Introducing dbctx: Compile PostgreSQL Database into LLM-Friendly Context

dbctx compiles a PostgreSQL database into a compact, queryable context file. AI agents and text-to-SQL systems get only the schema, relationships, and field meaning they need, instead of the entire information_schema.

llm

How AI Systems Self-Correct with LangGraph?

Learn how LangGraph enables AI systems to self-correct and handle complex tasks autonomously.

ollama

Diagnose & Fix Painfully Slow Ollama: 4 Essential Debugging Techniques + Fixes

Frustrated with laggy Ollama? Try out these debugging techniques

llm

LLM Fundamentals: How Large Language Models Work

Hello, I'm Maneshwar. I'm building *Free DevTools*, a single hub for developers with 50,000+ free resources, icons, cheat sheets, and TLDRs. No login, unlimited downloads.

llm

Unboxing the Black Box: Understanding LLMs with Reverse Mechanistic Localization

Instead of just treating LLMs as black boxes, RML helps us understand which parts of the model contribute to specific outputs.

prompt engineering

Don't Let Your LLM Hallucinate—Check Out These Prompting Rules and Methods!

Getting accurate responses from language models depends on how well you craft your prompts. This article explores essential prompt engineering rules and methods to improve reasoning, reduce errors, and guide models toward better answers.

prompt engineering

Write Prompts Like a Pro: Checkout these Prompt Engineering Tools

In this article, we’ll explore various prompt engineering tools, including those for creating prompts, testing and experimenting, managing prompts, and popular prompt libraries on GitHub.

My Experiments with Open Source AI/ML to Improve Team Productivity (Part 1)

I saw everywhere recently that OpenAI's SORA is making waves across the web. SORA is capable of making videos out of textual descriptions. I went to their website, trying to give it a go. No way to try it immediately, though. I'd have loved to make