In 2026, AI has become the foundational layer for startups, with AI companies capturing 89% of total venture capital deployed in February 2026 ($55.37 billion across 189 deals) and global startup fund…
The author attended DevWorld 2026 in Amsterdam for the first time, describing it as two days of genuine engineering conversations focused on real-world software development. A key takeaway was that AI…
Many Skill authors struggle with unreliable AI performance due to common misconceptions, such as overloading the SKILL.md with unnecessary background information or assuming that a working Skill is au…
GPT models are decoder-only transformers that generate text by predicting the next token one at a time, conditioning each new prediction on all previous tokens. Unlike BERT, which reads entire sequenc…
AI Native DevCon 2026, a conference for engineering leaders taking place in London on June 1-2, which focuses on the practical challenges of deploying AI coding agents in production. Organizer Guy Pod…
In 2026, the gap between founders who automate repetitive operations and those who don't is clearly visible in response times and deal outcomes, as AI adoption accelerates across customer service and …
Three common failures in Retrieval-Augmented Generation (RAG) systems that are often mistaken for problems with the underlying language model. These issues include the retrieval of irrelevant or confl…
SaaS founders using Claude Code should expand their CLAUDE.md files beyond just engineering instructions (like "use pnpm" or "run tests") to include "product memory." This product memory should define…
QClaw, an agentic AI assistant that runs entirely offline on an Arduino Uno Q board, hosting a local language model (Qwen3.5 0.8B) to autonomously generate, compile, and flash firmware to the board's …
Using AI tools like Claude and ChatGPT to streamline their WordPress maintenance business, saving significant time on tasks such as troubleshooting plugin errors, generating monthly client reports, an…
ICECODE is a self-hosted AI agent platform that integrates three open-source projects (Hermes, OpenCode, ClawX) into a single system running entirely on a local machine, ensuring no data leaves the us…
Five primitives demonstrated on the world-model-mcp project's own codebase, including a learned constraint that denies edits violating a rule (e.g., using `console.log` instead of `logger.debug`) afte…
As AI systems move from small projects to enterprise environments, the primary engineering challenge shifts from prompt engineering to system engineering, as infrastructure and distributed state manag…
The article shares 15 specific, tested AI prompts that a tech freelancer uses for real work situations, such as writing scope clarification emails, following up on unpaid invoices, and declining proje…
Google's 2026 I/O conference showcased an AI agent that built a complete operating system from scratch using 2.6 billion tokens at a total API cost of under $1,000, highlighting a dramatic drop in the…
"RAG Readiness," a tool designed to eliminate the vague "it depends" answers that plague Retrieval-Augmented Generation (RAG) architecture decisions. Instead of providing comparison tables, the tool u…
Creation of **agent-stack**, a collection of six small, single-concern libraries designed to add operational guardrails around existing agent loops, specifically for the Hermes Agent from Nous Researc…
The article defines "vibe coding" as a development workflow where users describe their intent in natural language to an AI tool, which then generates or modifies code, a term popularized by Andrej Kar…
Automated book-generation pipeline using OpenAI's GPT-4, the workflow automation tool n8n, and a $5 DigitalOcean server to produce Kindle Direct Publishing (KDP) books. The system costs $127 in API fe…
Lowdefy is a framework that allows developers to build internal web applications and AI agent interfaces entirely by writing YAML configuration files, eliminating the need for traditional frontend cod…