A security analysis of the Vibe-Trading AI-agent pipeline (vibe-trading-ai) disclosed multiple critical vulnerabilities, tracked as GHSA-JQMF-MX4F-HFR6 with a CVSS score of 10.0, allowing unauthentica…
A developer published a guide to Valyu's DeepResearch API, detailing five ways to run multi-step research tasks that produce deliverables such as Markdown, PDF, schema-based JSON or TOON reports, plus…
A quality-assurance practitioner argues that as AI writes a growing share of production code, defects have shifted from syntax and crash bugs to intent, integration and plausibility failures that pass…
A developer built Runbook Repair Lab, a Next.js and Sanity application that lets users modify the prerequisites and tool versions of fictional technical runbooks to see which steps break and why. The …
A developer running a fully autonomous coding-agent system curbed agent scope creep by introducing a per-task "diff budget": each task spec declares allowed path globs plus max_files and max_changed_l…
A developer built Second Look, an AI-powered scam checker that lets users paste suspicious SMS or WhatsApp messages or upload screenshots to receive a plain-language verdict on whether a message shows…
A developer outlines a pipeline architecture for autonomous AI agents that goes beyond simple prompting, breaking complex tasks into planning, tool use, memory, and reflection stages. The writeup argu…
A developer working on Mnemoverse explains that AI coding agents like Claude Code and Cursor each keep learned knowledge in separate, tool-local stores, so corrections and preferences do not transfer …
A developer built HomeWatch, a local-first AI assistant that processes home camera footage on-device to generate an event timeline and answer natural-language questions about what happened, such as wh…
A developer compared five products that let AI agents spend money without holding a private key: Coinbase Agentic Wallets, Privy, Crossmint, Turnkey and OpenClawCash. The comparison splits them into w…
A developer eliminated a recurring code-formatting friction point with their AI coding assistant by prepending the team's actual Black configuration — line-length 90, target-version py310, and skip-st…
A developer built FriendMind, a local-first AI study companion that turns a student's own PDFs into an interactive learning workflow, for the Hacktoberfest 2026 DEV Weekend Challenge. The tool indexes…
A developer published a step-by-step guide for self-hosting LiteLLM as a private LLM gateway on a Vultr high-performance cloud instance, using Docker Compose to run the LiteLLM proxy alongside a Postg…
Deskferry built Tasks, a live Kanban board that lets users assign work to AI agents and watch cards move from Backlog to Done in real time. The team replaced a simple status field with an explicit tas…
A developer built Pickup, a chatbot that persists user memory across browsers and devices on Walrus mainnet, and documented six engineering lessons from the effort. The write-up reports an 8-second re…
A hands-on comparison of the AI code editors Cursor and Windsurf found Cursor completing 4 of 5 benchmark tasks without human fixups versus 3 of 5 for Windsurf, with a median time to passing CI of 11m…
A developer running the open-source Hermes agent framework tested whether xAI's Grok should replace a free local model as the system's default, setting a pre-committed ≥90% pass bar on an 18-command b…
A developer built an internal meeting-notes utility called Meeting Minutes that uses WebAssembly and browser APIs to run transcription and summarization entirely on-device, keeping audio from ever lea…
A developer built a Digital Udhar Record System for a shopkeeper friend, digitizing handwritten credit notes into a searchable, secure record-keeping app. The project uses a Flask and SQLite backend w…
A developer built PointBlank, an open-weight-model-powered AI speech coach that enforces the PREP framework (Point, Reason, Example, Point) under a 20-second prep and 90-second speaking limit, grading…