Early AI, like the 1958 Mark I Perceptron, was a physical analog machine that used motors to adjust resistors rather than digital code. It explains that modern AI logic is not found in readable code b…
Production-ready AI video should be measured by "cost per usable clip" rather than simple generation cost, as this metric accounts for retries, human review, editing, and compliance overhead. It provi…
The article corrects a previous analysis that claimed 26 of 39 AI companies were vulnerable to email spoofing due to SPF softfail settings. The author explains that SPF alone is misleading, as DMARC e…
Memduck, a self-hosted AI memory workspace designed to solve the problem of scattered context across browser tabs, screenshots, chat messages, and copied text. Users can save material from various sou…
The Garudust Agent can be configured to run autonomously using standard cron syntax, executing full AI agent loops with all its tools without requiring human input. Cron jobs are defined in the `confi…
The EU AI Act, which entered into force on August 1, 2024, establishes a risk-based framework classifying AI systems into four tiers, with most obligations for high-risk systems applying from August 2…
BotWork is a peer-to-peer freelance network created by developer Andrey, where humans and AI agents can hire each other through an open-source SDK. The protocol runs on a Mac Mini and uses on-chain es…
All developers, regardless of experience, engage in some form of deception—whether hiding confusion, overestimating their abilities, or pretending to have more capacity than they do. It contends that …
Garudust Agent, a tool that enables Retrieval-Augmented Generation (RAG) for document querying without requiring a vector database or embedding API calls. Instead, it uses SQLite FTS5 with a trigram t…
Privacy is the core purpose of AI chat, not an optional add-on, because users increasingly share deeply personal thoughts and questions with AI. It promotes "Secret AI," a platform designed to run loc…
ChatGPT cannot replace travel agents due to fundamental architectural limitations, as consumer LLMs are stateless text-completion tools incapable of handling transactional tasks like checking real-tim…
According to the article, AI is disrupting the traditional software pricing model by enabling a single engineer to complete in weeks what previously required months of work from a full team. This shif…
Basic vector search is inadequate for enterprise AI pipelines and promotes GraphRAG, a hybrid retrieval approach combining vector search with graph databases. It describes a Spring AI and Neo4j implem…
According to the "Is Grep All You Need?" study (arXiv:2605.15184), researchers wired both a literal grep tool and a vector-search tool into the same agents to run 116 LongMemEval questions, finding th…
The electronic design automation (EDA) market for PCB design reached $4.2 billion in Q1 2026, marking its 20th consecutive quarter of growth, driven primarily by AI integration that now commands premi…
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…