CrawlForge v4.2.2 introduces a new command-line interface (CLI) and three new tools, shifting its focus toward local, API-key-free web scraping for AI. The new tools include `extract_with_llm`, which …
In 2026, over 138,000 tech workers have been laid off across 324 companies, with major firms like Meta, Oracle, and Microsoft citing AI as a reason for flatter, smaller teams. The article warns that i…
A developer's project to modernize 40-year-old COBOL mainframe code into Python microservices using a fully offline, local AI agent. The developer used the open-source Gemma 4 model, loaded via Unslot…
Based on a 2026 survey of developers, the article ranks AI coding assistants, with GitHub Copilot remaining the most widely adopted due to its improved multi-file awareness, while Cursor is highlighte…
Three key insights for developers using AI tools: Snowflake Cortex Code has a significant performance bottleneck due to a ~25,000 token system prompt overhead that consumes context window space and in…
A four-stage pipeline for implementing natural language search on Dublin rental listings, using an LLM to parse user queries into a structured JSON schema. The system then resolves geographic intent v…
Five AI prompts built on the "CRTSE" framework designed to generate production-ready code without requiring major rewrites. Each prompt assigns the AI a specific expert role (e.g., senior engineer, se…
This week's top GPU news highlights three key developments: the release of Fournex, an open-source tool that analyzes Nsight Compute data to identify and suggest fixes for PyTorch/CUDA bottlenecks; a …
The most important skill for effectively using AI is not technical expertise but clear written communication. It explains that large language models are trained on human text, so they respond best to …
In 2025, AI-generated code has made traditional software engineering practices like code reviews and testing ineffective, as AI can produce large volumes of superficially correct code that subtly viol…
An experimental AI coding workflow called "O MAS TO" (Orchestrated Multi-Agent Safety & Test Oversight), inspired by Stripe Minions, which prioritizes strict oversight over autonomous agent action. Th…
GitHub announced that all Copilot plans will transition to usage-based billing starting June 1, 2026, replacing Premium Request Units with GitHub AI Credits charged according to actual token consumpti…
OpenAI's cloud-based Chronicle service, which incurred per-frame costs for analyzing screen captures, with a local Gemma 4 E4B 4-bit MLX model running on a $599 Mac mini. This new setup processes vide…
Seed4j-mcp is a new open-source Model Context Protocol (MCP) server that allows AI agents like Claude Code and Cursor to control the seed4j application generator, enabling them to scaffold Spring Boot…
An autonomous AI system built for penetration testing that overcomes human limitations by combining tool selection, memory of past attacks, real-time vulnerability database queries, mathematical model…
Anthropic designed Claude with a philosophy prioritizing both capability and safety, which is reflected in its API design where system prompts have higher authority than user messages. It provides pra…
The OpenAI API is the most widely used interface for integrating AI models into products, offering features like chat completions, streaming, function calling, embeddings, image generation, and speech…
To build a voice AI assistant entirely in a web browser using about 200 lines of code and no backend server. It breaks down the process into three core components: Speech-to-Text (STT) using the free …
Detailed, step-by-step guide for building llama.cpp from source on a Dell Precision T5820 workstation equipped with an RTX 3090 Ti, achieving 42 tok/s with Qwen3.6-27B. The author emphasizes that the …
A recurring debugging failure where the author spent three months repeatedly asking an LLM (Claude Code) to fix a cron health monitor alert, only to discover the LLM was providing plausible but incorr…