A developer explains how Drupal websites can be enhanced with knowledge graphs, linking content entities such as nodes, taxonomy terms, users, and media to enable semantic search, personalized recomme…
NewTqnia, a bilingual English/Arabic tech newsroom, offers a free embeddable widget that lets developers add a live, auto-updating tech news feed to any website with a single script tag. The widget, c…
An analysis of 377 registry-listed MCP servers found that nearly half (45.8%) expose at least one pair of tools an AI agent could plausibly confuse, with confusion concentrated in servers with large t…
A developer's AI assistant generated Cognito login code that fails because the app client's explicit auth flows, client secret, MFA settings, and token validity units are configured in AWS, not in the…
An engineer demonstrates how to build an LLM API gateway in Node.js using LiteLLM, addressing the governance problem of direct API calls to providers like OpenAI and Anthropic. The gateway centralizes…
A developer detailed the architecture of federated multi-agent networks using the Model Context Protocol (MCP), drawing parallels to microservices to enable scalable, distributed AI coordination. The …
Databricks Lakebase, a Postgres-compatible database with decoupled storage on lake storage, enables sub-second branching and ephemeral instances, making it suitable for agentic data projects that need…
A developer building Skill Exchange, a marketplace for reusable AI skills, found that PayPal cannot handle domestic payments in India, so they built a dual-provider checkout that routes Indian buyers …
The GitHub project 'goutoujunshi' has gained nearly 1,500 stars for its Python-based approach to combining emotional intelligence with relationship advice. The tool analyzes emotions and relational dy…
A developer has shared a curated list of YouTube channels that serve as a 'background layer' for listening while waiting for AI outputs, using a two-filter process: verifying that creators are real pr…
A developer's census of 474 MCP servers across three snapshots over 72 hours found that only 5.1% changed their tool contract, far below the linear projection of 8.8%, revealing that schema drift is c…
GitHub retired its GitHub Models service on July 30, removing the playground, model catalog, inference API, and bring-your-own-key endpoints for existing customers. The company directed users to Micro…
An engineer investigating persistent hangs in a hardened VM running AI agent frameworks discovered that Ollama, a local model server, falsely reported successful model verification and installation wh…
A developer building a deal-scoped PASETO system for the Model Context Protocol describes three mistakes made when implementing audience-bound tokens. The system mints credentials scoped to a single t…
Developer La Shara Cordero built 33 small apps for Netlify's Hot AR Summer challenge, deploying them via Netlify Agent Runners running Gemini. Her final app was built and deployed from a phone at a re…
A developer built a RAG system over 62 ancient-history books (~46,000 chunks) and measured retrieval techniques against a fixed 161-question test set. The production system ships without hybrid search…
A developer argues that matching startups to funding opportunities is not a search problem but a constraint-solving problem. The developer explains that eligibility matching requires evaluating struct…
A development team completed a full app redesign in four weeks by constraining the problem to visual and structural changes only, hand-crafting reusable components, and using an LLM to handle the asse…
A developer who built an AI interior design tool found that generating images is the easy part, while making results feel realistic and addressing user needs is harder. The project, ZyoraAI, revealed …
A developer known as alexar76 introduced POUCHPO, a cartoon river king with an IoT crown, to showcase GAIA, a system where AI agents buy Ed25519-attested sensor readings and payments are held in escro…