A developer launched Fungible, a terminal-based personal finance app that uses optional Plaid credentials or CSV imports to track spending. The app auto-categorizes transactions by user-defined rules …
An engineer at a mid-sized engineering firm identified six levels of MCP server sophistication after shipping nine servers across ERP, BIM, fleet, energy, and operational systems. Most production MCP …
A developer built ObsiForge, a three-layer memory system that gives Claude Code persistent context across sessions, replacing a manual 45-minute setup with a single command that completes in 30 second…
A developer has published a system prompt and IDE configuration guide designed to resolve terminal hanging, broken token parsing, and execution loop issues when running Google's Antigravity IDE on Win…
A developer has shipped over 2,500 commits across multiple projects using a refined 12-phase workflow that forces AI agents to document intent before writing code. The workflow, which combines a codin…
The cloud computing industry is reordering around the "agent" as its next core primitive in 2026, but most platforms have only shipped partial integrations and are hedging rather than committing to th…
According to the article, the "agent harness" refers to the essential context files (such as AGENTS.md, CLAUDE.md, and rule sets) that AI coding agents require before they can work effectively on a pr…
The article explains that AI coding assistants like Claude can analyze code and error messages but cannot access an application's actual production data, forcing developers to manually run queries and…
The article describes the development of "affectus," a CLI component and MCP server that provides AI agents with an external emotion control mechanism based on Plutchik's Wheel of Emotions. Unlike tra…
Based on the article, WebMCP is a proposed browser-native version of the Model Context Protocol (MCP) that would allow web applications to act as MCP clients directly, bypassing backend servers like N…
**Summary:** LocalFind Gemma is a privacy-focused, fully local semantic search engine for personal files (documents, images, audio) powered by Gemma 4 via Ollama. Unlike keyword-based tools, it unders…
The article describes how the author built a Model Context Protocol (MCP) server for their analytics SaaS, allowing AI clients like Claude Desktop and Cursor to directly query traffic, revenue, and fu…
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The article argues that AI agents should produce structured "receipts" rather than just conversational outputs or raw logs, as these receipts provide essential evidence for trust, debugging, and accou…
Based on the article, AgentShare is building infrastructure (a REST API and MCP server) for autonomous agents to access structured marketplace prices and commerce data. Following Google I/O 2026, whic…
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 producti…
Based on the article, the author describes how using AI to generate Terraform code for AWS infrastructure often fails because the AI lacks context about project structure, dependencies, and documentat…
This article provides a step-by-step guide for syncing Outlook and Gmail calendars using Amazon Quick, an AI assistant, and a custom MCP (Model Context Protocol) server. The system uses a Python scrip…
The article introduces **llm-nano-vm v0.8.0**, a deterministic Finite State Machine (FSM) runtime for LLM pipelines that flips the typical architecture by making the runtime the orchestrator rather th…
The article warns that exposing unnecessary database columns to AI agents creates a major data leak risk, as a single customer table often contains both useful and sensitive fields. It recommends gran…