Senior Product Engineer at epilot, an energy industry SaaS company, built an AI-powered Custom CSS assistant to solve a year-old bottleneck in the company's Journey product. The tool, initially shelve…
Tapflow has released an MCP server that connects vision-capable LLMs to its mobile simulator platform, giving AI models the ability to see screenshots and execute actions like tapping, swiping, and ty…
A developer has built a layered AI system for the 4X strategy game Annhexation that separates strategy, planning, and execution into three distinct layers. The AI uses a prioritized goal stack that ev…
The EU Cyber Resilience Act's vulnerability reporting requirements take effect in September 2026, with full compliance mandatory by December 2027, applying to any product with digital elements sold in…
AI usage limits are evolving from a pricing-page detail into a core product feature, as teams realize that runaway costs from excessive model calls pose a greater risk than incorrect answers. Develope…
A developer spent a week fixing a customer support chatbot's memory issues after users complained it had "the memory of a goldfish." After failing with simple truncation and conversation summarization…
Taste-Skill, an "Anti-Slop Frontend Framework" for AI coding agents, has reached 28.5K stars on GitHub, gaining over 2,000 stars in a single day. The open-source project provides adjustable parameters…
Cursor and Copilot have evolved significantly since 2024, with both tools now supporting agent mode, Model Context Protocol, and persistent project-level instructions. A developer demonstrated that wr…
A developer built TubeScribe API, a tool that enables AI agents to extract transcripts and summaries from YouTube videos. The API returns JSON data including full transcripts with timestamps, video me…
Hermes Agent distinguishes itself from LangGraph, CrewAI, and AutoGen by offering native cross-session memory and a persistent skills system, storing learned information in editable Markdown files and…
Developer Dharanidharan J (JD) has built FileRAG, a memory architecture for personal AI that stores a distilled understanding of each user in a single plain-text `.txt` file. The system uses hybrid BM…
A developer has outlined a workflow for translating foreign-language PDFs, distinguishing between text-based documents and scanned images requiring OCR. The guide evaluates tools including LLMs for st…
A developer built ReefWatch, a Coral-powered production triage agent that discovers connected tools at runtime, queries them with read-only SQL, and generates incident reports only when the evidence s…
LineageLens has shifted its AI governance approach from model monitoring to identity-based access control, treating the codebase as a control plane rather than a capture system. The platform now prote…
A Full Stack Engineer specializing in DevOps and AI Infrastructure has detailed the implementation of Kubernetes pod autoscaling to optimize resource utilization and application availability. The engi…
An engineer demonstrated how Claude Code can refactor messy code into clean, modular systems while preserving exact behavior, using examples including an order total calculator and a logger. The refac…
NeuroDoc, an AI-powered documentation engine, was rebuilt from a fragile CLI prototype into a production-ready full-stack web dashboard with RAG capabilities. The original tool suffered from blocking …
An engineer who tracked 10,000+ pull requests across three parallel workflows from January to June 2026 found that AI agents submitted 6.6 times more PRs than manual work but merged only 23% more, wit…
The subscription cost for GLM 5.1, a leading open-source AI model from Chinese provider Z.ai, has doubled to $160 per month for its maximum tier, challenging the narrative that open-source models are …
A developer demonstrated how multi-agent systems can overcome the limitations of single AI agents by using specialized agents that work together on complex tasks. The approach uses patterns like orche…