This article is a practical, production-oriented guide to building AI agents, focusing on engineering patterns rather than hype or specific products. It explains why agent demos often fail in production, defines an agent…
The article describes how the author revived their stalled Gemma Agentic Framework project during a GitHub Finish-Up-A-Thon challenge, transforming it from an incomplete prototype with basic scaffolding and no error hand…
The article discusses the challenges developers face when testing smart contracts on EVM chains, including the need for third-party RPC providers and the difficulty of obtaining testnet tokens from faucets. It introduces…
Here is a 2-3 sentence factual summary of the article: The article argues that the decision to self-host LLM tool calling should be based on three key metrics: monthly workflow volume, cost per successful completion, an…
OpenWA offers a self-hosted WhatsApp gateway that gives SaaS companies greater control, visibility, and ownership of logs compared to managed vendor solutions. However, for CTOs, this choice requires accepting significan…
The article explains that while programmatic access to NotebookLM via tools like notebooklm-py enables useful automation for research workflows, engineers must first classify data sources using a four-level model (public…
The article provides a detailed operational checklist for upgrading Docker to version 29.5.x, emphasizing that upgrades should be driven by a test matrix rather than release headlines. It advises operators to first inven…
A CLAUDE.md file (or equivalent repo instruction file) is a concise document that prevents coding agents from making costly errors by explicitly defining repository rules, such as which files are generated and should not…
The article describes a Veltrix operator's struggle with a treasure hunt engine suffering from 500ms latency due to its runtime's poor memory and concurrency management. After failed optimizations and experiments with Ja…
The World Health Organization has raised the public health risk from the Ebola outbreak in the Democratic Republic of Congo from "high" to "very high," though the global risk remains low. The outbreak, caused by the rare…
The article introduces GnokeOps, a platform that enables developers to host AI models on their own infrastructure rather than relying on vendor-controlled environments like Cursor or Replit. It emphasizes model-agnostic …
The article explains that an AI agent is defined not by the intelligence of its underlying model, but by the structural system built around it, which includes a loop that allows the model to observe, decide, act, check, …
Here is a 2-3 sentence factual summary of the article: The author argues that scattering direct LLM SDK calls across a codebase creates maintenance nightmares, particularly during SDK upgrades, and proposes a "2-file ru…
This article presents a field-tested workflow for using AI effectively in production-grade, enterprise React codebases, moving beyond simple prompts to structured, agent-style sessions. The author advocates for separatin…
The article describes how the author revived an abandoned hackathon project—an AI-powered study assistant for students—after months of neglect, using GitHub Copilot to refactor messy code, improve the UI, and add functio…
At Google I/O 2026, the company shifted its focus from conversational AI to autonomous "agentic" systems capable of reasoning, planning, and executing real-world workflows. Key announcements included Gemini Omni for unif…
The article describes an experiment where the author tested the AI agent "Hermes Agent" on real-world tasks like research, summarization, and workflow planning for 24 hours. Unlike typical chatbots, the agent impressed t…
This article summarizes research by Tasfin Mahmud on addressing observational bias in recommender systems using Graph Neural Networks (GNNs) and Causal Reinforcement Learning. The author implemented an open-source framew…
An SPF (Sender Policy Framework) record is a DNS TXT record that specifies which servers are authorized to send email on behalf of a domain, using mechanisms like `ip4`, `include`, and `a` to list approved senders. The r…
The author describes building a personal, offline health record app using Gemma 4, Kilo code, and a Vite/React/SQLite stack to track health issues, expenses, and medication. The app was developed by turning a single prom…