A developer built Bodhiorchard, an open-source platform that replaces Scrum and Jira with 12 specialized AI agents and a 3D world. The platform uses Agent-Driven Development (ADD) with a single Busine…
A developer explains how to build real AI applications by connecting large language models to external tools via function calling, memory, and the Model Context Protocol (MCP). The LLM acts as a decis…
A developer built TradingSpy, a privacy-first, local-first AI trading research assistant and backtester encapsulated in a Docker environment, integrating stock data APIs with custom Python scripts and…
A developer has created a system for building autonomous software pipelines by using issue tracker labels as a distributed state machine. Instead of a separate orchestration engine, each AI agent watc…
Radial, a project management tool, addresses switching-cost anxiety by offering a one-command export feature and a Plain Software Pledge that locks pricing and prevents unexpected AI charges. The comp…
A developer built StandupBot, a CLI tool that reads recent git commits and generates standup updates with sections for Yesterday, Today, and Blockers. The tool supports local execution via Ollama for …
Hermes is an AI platform that automatically detects customer behavior signals from product data, CRM, and support tools, then executes actions like personalized emails, Slack alerts, or CRM tasks with…
A July 10, 2026 Python guide from How To Profit AI details building an asynchronous agent that aggregates updates from Slack, Jira, and email into daily project summaries, offering a blueprint for tea…
A developer built a browser-based agent that reverse-engineers web apps' own APIs to automatically generate reusable tools for AI assistants, enabling deep integration without modifying source code. T…
A new AI agent automatically reads Google Play reviews, identifies bugs, and emails the appropriate team, enabling faster bug fixes and preventing negative ratings from harming app rankings.…
Snowflake announced the general availability of its managed MCP server and previews of external and custom MCP connectors, enabling AI agents to take action across Salesforce, Slack, Jira, and other e…
Decispher launches a system of record for engineering teams that captures decisions, conventions, and constraints from Slack, GitHub, and Jira conversations, serving them to both humans and AI agents.…
ProductSpec, an open standard for documenting software intent before implementation, has been released. It provides a portable Markdown format for product decisions that precede tickets, engineering p…
A developer built Decispher, a tool that captures engineering context from platforms like Slack, Jira, and GitHub to feed AI agents, reducing token usage by 35-65% and improving code consistency acros…
AI coding agents fail not because of code generation but because of incomplete specifications, as organizational knowledge is scattered across disconnected systems. The real bottleneck is the lack of …
A developer argues that traditional REST and GraphQL APIs are failing AI agents due to high token costs, lack of runtime discovery, and statelessness. The Model Context Protocol (MCP), an open standar…
A developer outlines a security vulnerability in multi-step AI workflows where injection payloads can propagate across phases, bypassing single-step sanitization. The post presents a cross-step inject…
Software companies must shift from feature-centric design to primitive-first abstractions as AI agents, not humans, become the primary users. HashiCorp's philosophy of collapsing complexity into compo…
An MCP registry is a centralized catalog that stores metadata about MCP servers, solving the N×M integration problem where N agents and M servers require N×M manual integration points. By registering …
A developer built Evaficy Smart Test, an AI-powered QA platform for manual testing teams, launching on Product Hunt today. The platform covers the full manual QA workflow with AI test case generation,…