Cesar Aguirre argues that developers should use AI for opposite tasks, challenging conventional wisdom on AI-assisted coding. The piece presents unpopular opinions aimed at provoking discussion among …
The shift from vibe coding to agentic engineering marks a new phase where judgment, not code generation, becomes the competitive advantage. Incidents like the Tea dating platform breach and an AI agen…
A developer published a guide with 30 test cases for food delivery apps, covering flows from order to doorstep. The test cases are presented in both traditional Appium code and Vision AI plain English…
A developer describes how AI can automate up to 80% of code review grunt work, catching issues like unused imports and null pointers instantly while maintaining consistency. The post outlines a three-…
A developer built a skill for AI agents that generates slide decks with unique visual designs per topic, avoiding fixed templates. The skill produces a single self-contained HTML file using reveal.js,…
Anthropic's Claude Fable 5 was abruptly disabled for all customers after a Commerce Department export-control directive, highlighting the risk of building AI applications with context and memory tied …
A developer built Lorekeeper, an open-source memory layer for AI agents that uses idle-time reflection cycles to prune, merge, and link memories. The system achieves 84.6% Recall@1 and 96.6% Recall@5 …
A developer built an open-source Confluence MCP server that allows Claude Code to automate Confluence workflows directly from the terminal. The server exposes tools for publishing pages, syncing conte…
A Gen X developer offers a humorous, irreverent take on artificial intelligence, comparing it to past technologies like dial-up and Clippy. The piece frames AI as just another tool in a long line of i…
A developer built tracesage, an open-source local-first observability tool for LangChain and LangGraph agents. It hooks into LangChain's callback stream to capture events, stores them locally, and ren…
A developer built a white-box Chinese language engine from scratch in 16 days, designing each of its 4.7 million parameters to have a specific linguistic function and be fully traceable. The project o…
Flowork introduces a centralized settings panel for managing API keys, global defaults, and agent configuration. The owner-level control panel stores credentials in a global database, injects them int…
A developer argues that traditional distributed tracing tools fail for LLM-based multi-agent systems because they capture infrastructure events but not message-level communication between agents. The …
PolicyLayer argues that while OAuth in the Model Context Protocol (MCP) improves on static API keys, it introduces token-management challenges at scale. The company proposes an MCP gateway that centra…
A developer proposes an MCP gateway as a missing control layer for AI agent fleets, addressing the Model Context Protocol's lack of permission models. The gateway sits between AI clients and MCP serve…
A developer at PolicyLayer describes a solution to prevent AI agents from posting to sensitive Slack channels like #general. The approach uses channel allowlists and denylists in an MCP server policy,…
A developer demonstrates how to connect Claude Desktop to local files in about ten minutes using the Model Context Protocol (MCP) filesystem server, requiring no coding. The setup involves editing a c…
X (formerly Twitter) released an official MCP server, xmcp, that exposes 131 tools from the X API v2 to any connected agent with no access control, permissions model, or rate limiting. The tools inclu…
A developer with 25 years of coding experience found that using Claude Code eliminated friction in their workflow, but this removal revealed two problems: untested ideas turned out to be mediocre, and…
A developer warns that the PostgreSQL MCP server exposes a single 'query' tool that executes raw SQL, allowing AI agents to run destructive commands like DROP TABLE or DELETE without a WHERE clause, d…