A developer built a Docker-based setup that runs multiple VPN connections simultaneously on a single Mac, letting each browser window or application route through a different country via its own local…
A developer built SlothTab, an open-source, local-first AI assistant that organizes messy folders by having a local model classify files and propose structured JSON recommendations for renaming and so…
Vũ Xuân Toàn, a developer and indie maker from Bắc Ninh, Vietnam, built a living system map for Mầm Văn, his React/TypeScript/Supabase/Gemini AI literature-learning platform for Vietnamese middle-scho…
A developer demonstrated a "Fork / Fix / Delete" workflow for safely tuning slow Postgres time-series queries without touching production, using GitHub Copilot Agent Mode paired with Tiger Cloud's MCP…
A developer published a walkthrough of using Kubernetes persistent storage to keep AI workloads' state alive across Pod restarts, arguing that ephemeral container disks are costly for vector indices a…
A developer built Refmade, a desktop app that visualizes Claude Code and Codex sessions as an office with a team lead and subagents, by coordinating five parallel AI builder agents from a single markd…
Inception, a Redwood City startup, launched Mercury 3 on October 19, 2026, a diffusion language model that generates tokens in parallel and claims 1,068 tokens per second with a 1-million-token contex…
The Strata project released a one-click installer that runs Qwen3.8-Flash-Next, a 125-billion-parameter model, on gaming PCs with at least 12 GB of VRAM and 32 GB of system RAM by keeping much of the …
A developer built a cross-browser liquid glass tab bar effect that reproduces Apple's magnifying lens without SVG displacement filters, which only render in Chromium. The lens is a clipped window onto…
A developer outlined an architecture for dating apps without ML teams to add personalized profile ranking by keeping eligibility and safety rules in the application and sending only eligible candidate…
A developer built a plain-NumPy transformer to measure where agent latency and cost come from, finding that without a KV cache per-token time climbs from about 12 ms at step 16 to 550 ms at step 1023,…
DeepSeek released dsh (DeepSeek Harness), an open-source agent harness built on the Cordis plugin framework in which the agent loop, model adapters, tool registry and session log are all swappable plu…
A 2026 guide documents how LLM agents such as Claude, Codex and local models now drive disassemblers like Ghidra, IDA Pro and Binary Ninja directly through Model Context Protocol servers, navigating b…
The MemTensor team released MemT-1.0 (arXiv:2610.26825), a Transformer architecture that embeds native memory blocks directly into the model's compute graph rather than relying on external vector stor…
A developer built GentleBrief, an open-source Next.js app that turns curated news feeds into calm audio digests. The pipeline uses Browserbase headless cloud browsers to extract article content, open-…
A developer built Clutter Sloth, an open-source, local-first Downloads folder organizer that classifies files using open-weight vision models such as Qwen3.5-4B-GGUF and Gemma 3 served locally through…
A developer released LazyTidy, a stdlib-only Python command-line tool that uses a local Gemma model via Ollama to suggest category folders and cleaned-up filenames for messy directories. Safety is enf…
A developer built The Lazy Fridge-to-Grocery Helper, an open-source app that uses a photo of fridge contents to generate a categorized shopping list of missing ingredients. The project, submitted to t…
Mohammed, founder of MemorySync, published a guide showing how to add persistent chat memory to an n8n AI Agent using the MemorySync community node. The walkthrough covers installing the n8n-nodes-mem…
A developer behind SentioGate, an LLM routing service, described how the platform registers self-hosted inference endpoints such as vLLM, Ollama and LM Studio as "custom providers," letting apps call …