DevSwarm launched Multi-Repo Workspaces, a feature that bundles multiple Git repositories into a single workspace for AI coding agents. The tool allows agents like Claude Code and Codex to make coordi…
A developer who built and runs a SaaS using AI-generated output shares lessons from testing over 400 prompts. The engineer explains that most prompts fail due to lack of context and lack of systematic…
A developer compares Cloudflare and Wordfence for blocking AI bot traffic on WordPress, highlighting that Cloudflare operates at the network edge while Wordfence runs inside the application stack. The…
A developer built Humans vs. HLE, a web-based quiz that pits humans against frontier AI models on Humanity's Last Exam, a benchmark of expert-level academic questions. The app runs on Cloudflare Worke…
A developer created the LLM Cost Calculator to help teams decide between self-hosting an LLM and using an API. The break-even point depends on volume: low or spiky usage favors APIs, while high and st…
Shadow AI—employees pasting sensitive data into ChatGPT—is rampant because it helps them work faster, and bans only drive it underground. Framz.io built a Shadow AI Data Leak Scanner that runs on its …
A developer at Agiloop argues that as AI accelerates software development, the bottleneck shifts from building code to evaluating whether an application is truly 'ready' for its business context. The …
A developer released vernLLM, a lightweight resilience layer for OpenAI-compatible chat completion APIs that provides built-in retries, timeouts, circuit breaking, caching, structured output, and usag…
A developer's trading engine, the AI Rook Trading Engine, contained three bugs that caused stop-losses to be placed below entry prices on short trades, leading to immediate stop-outs. The bugs, all in…
A developer built an MCP server that connects AI assistants to the DEV Community API, enabling tools to list articles, inspect posts, and create drafts without manual copying. The TypeScript-based ser…
A developer running an algorithmic trading engine on the Rook Engine found that a WebSocket connection to MMT, a crypto market data provider, was dying every 5 minutes due to a keepalive interval set …
Gaper, a company focused on delivering production-ready AI agents, deployed a custom ticket triage agent that cut manual support workload by an estimated 40%. The agent listens for new ticket webhooks…
Vararuchi built a single AI tutor that handles five different subjects — general tutoring, exam prep for JEE/NEET/UPSC, language learning, career coaching, and competitive arena mode — by implementing…
A developer built Synapse, an AI memory agent with intentional forgetting, for the Global AI Hackathon Series with Qwen Cloud. The system uses decay math, contradiction detection, and consolidation to…
A developer argues that data governance, lineage, and provenance are the foundation of trustworthy AI, noting that 81% of enterprises have delayed or abandoned AI initiatives due to data-permission an…
An AI SEO agent is software that continuously runs the search-optimization loop—observing performance, proposing changes, applying approved ones, and measuring outcomes—rather than producing a one-tim…
A developer outlines how marketing agencies can build production AI agents in 2026, moving beyond simple copywriting to multi-step systems that call real APIs and optimize campaigns autonomously. The …
A developer built a personal AI orchestration system called Metagross that routes tasks to specialized agents named after Pokémon. As the system grew, the developer added a capability registry to impr…
AI agents accumulate architectural debt faster than any review process can absorb it, a phenomenon now called 'agentic technical debt.' A developer working on regulated software proposes a governance …
A developer connected Claude to email infrastructure using the Model Context Protocol (MCP), enabling the AI agent to check domain status, send emails, and read delivery events directly from chat. The…