A developer spent a week testing an AI agent's ability to handle security workflows, finding that connecting the Aikido Security MCP via Vinkually enabled multi-step investigative queries that previou…
A developer built a production-grade enterprise search solution using Cognee, LangGraph, and Groq that transforms fragmented data silos into a dynamically synced knowledge graph. The system addresses …
AI coding assistants are generating significantly more pull requests, but review capacity has not kept pace, creating a bottleneck that degrades code quality and inflates lead times. This phenomenon, …
A developer who previously abandoned an AI side project after spending two weeks on infrastructure shares lessons from shipping three MVPs that gained real users. The projects—a commit message generat…
A developer explored integrating AI code review into Bitbucket and Jira workflows, finding that tools like Qodo can add an additional validation layer beyond traditional PR summaries. The AI reviewer …
A software engineer argues that while LLMs have made building software cheaper, they haven't made it free, using the example of a company replacing Jira with an internal task tracker built via Claude.…
A developer built a cold memory layer for coding agents using a Claude Code skill that automatically creates Jira tickets and saves design documents to an Obsidian vault synced via Google Drive, solvi…
A new framework called the AI Definition of Done proposes a one-page, team-agreed quality standard for AI-assisted outputs, addressing the lack of verification for AI-generated content such as status …
Mistral launched Vibe, a full AI coding agent with open weights, on May 22, 2026, replacing its Le Chat chatbot. The agent operates across VS Code, terminal CLI, web, and cloud, powered by the open-we…
A developer built Pinaka, an AI tool that automatically writes root cause analyses from Jira tickets by searching codebases and tracing failures. Testing against a real bug in the BullMQ job queue lib…
A developer automated Postman collection creation by feeding API definitions to Claude, which builds structured runbooks through the Postman MCP server in seconds. The setup eliminates manual endpoint…
A developer argues that AI tools like Copilot and ChatGPT did not kill the joy of coding; rather, they exposed a pre-existing rot in software development culture. The pressure to ship fast and treat v…
AI agents are increasingly acting as digital identities within enterprises, yet most organizations lack security and governance models for them. A CSA survey commissioned by Token Security found 82% o…
Anthropic, Microsoft, and Okta released the Enterprise-Managed Authorization (EMA) extension for the Model Context Protocol, replacing manual OAuth consent with centralized identity-driven token excha…
An engineer at a company with six internal MCP servers discovered that an MCP proxy, which handles transport-layer protocol mediation, is insufficient for production governance. After experiencing cre…
Databricks launched Genie One, an AI agentic coworker, as part of a Genie suite that uses Genie Ontology to provide business data context for accurate answers and actions. The suite includes Genie Age…
A new tutorial shows how to build an automated pipeline using Apify, OpenAI, Airtable, and n8n to extract product demand signals from customer reviews, enabling businesses to detect market shifts befo…
A developer built opsx, a workflow tool that enforces a spec-first approach to AI-assisted coding, requiring a reviewed change document before any code is written. The tool separates management and go…
Developer David P. V. released a stack-agnostic CLI tool called opsx that enforces spec-driven development workflows on top of OpenSpec, supporting agent CLIs including OpenCode, Claude Code, and Code…
A senior business analyst at a services firm asked what changed in the BA role from 2020 to 2025. Five visible changes include AI tools becoming standard, async work altering requirements capture, the…