A developer argues that adopting AI is not a simple software upgrade but requires an organizational redesign. The post identifies four key shifts—decision speed, accountability, escalation paths, and …
Microsoft Research's AutoGen framework enables multi-agent AI systems where specialized agents collaborate through structured conversations to solve complex tasks. The open-source framework, which gai…
Tezcode, an AI software factory based in Tashkent, published a practical guide on building AI agents for businesses in 2026. The guide explains that AI agents differ from chatbots by making decisions,…
A developer traces the 70-year history of AI from symbolic systems to modern transformer-based models, highlighting key milestones like the 1956 Dartmouth Workshop, expert systems, the first AI winter…
A developer reveals that many AI marketing platforms are merely GPT wrappers, offering no real competitive advantage. The post argues that the true bottleneck in marketing is not content production bu…
A developer built Gatewards, an open-source proxy that enforces per-agent API spending caps in the request path without taking custody of API keys. The tool addresses the gap between observability and…
A developer built audit.sh, a Web3 security auditing platform that treats large language models as collaborative team members rather than passive tools. The platform integrates specialized AI agents—C…
A developer analyzed 1-star reviews of Shopify returns apps before building a new product, leading to a kill decision. The research revealed that the category's pain points are tied to heavy operation…
A developer built Greater Than Services, a platform that audits websites for three pillars: Conversion Rate Optimization (CRO), Generative Engine Optimization (GEO), and Agentic Search Optimization (A…
A developer outlines a three-tier cloud budget alerting framework for AWS, GCP, and Azure to prevent cost overruns, noting that AI workloads and multi-cloud adoption make single alerts insufficient. T…
A developer provides a step-by-step guide to deploying machine learning models to AWS using SageMaker, covering model packaging, S3 upload, endpoint creation, and inference testing. The guide includes…
A developer compiled findings from a Princeton, IIT Delhi, and Georgia Tech study on Generative Engine Optimization (GEO), analyzing 9 content strategies across 10,000 search queries. The study found …
A developer at Voohu Technology published a technical reference for selecting network transformers in IoT Ethernet designs, covering PHY compatibility, Energy Efficient Ethernet (EEE) impact, temperat…
A developer transformed their AI CLI tool Codey from a simple LLM wrapper into a secure, persistent agent runtime with human-like browsing via Playwright, autonomous sub-agents, persistent terminals, …
Developer Faiz Khairi open-sourced Claude Code Blueprint, a library of configuration files that improve the reliability and consistency of Anthropic's Claude Code AI coding assistant. The blueprint in…
Docker Security Dispatch Issue 3 reports on major supply chain incidents including the TanStack and Nx Console compromise, the persistence of the Mini Shai-Hulud npm worm, and a kernel-level container…
Ollama provides a REST API with 14 endpoints for running large language models locally. The API includes endpoints for text generation, chat, embeddings, model management, and OpenAI compatibility. De…
A developer argues that production AI agents require a runtime layer, not just a framework, to handle durability, isolation, resource control, and lifecycle management. Without a runtime, agents fail …
An open-source MCP server developer discovered that its README claimed 80 tools while the code actually registered 96, a discrepancy that went unnoticed for weeks. The undocumented tools included four…
MCP servers, which allow AI tools to read files and call APIs, often run on individual developer machines with no oversight, creating security risks. The Bifrost AI gateway and Bifrost Edge aim to bri…