Caveman: Why use many token when few token do trick
#2LLM Output Quality Benchmarking for Prompt Styles5/10A platform that systematically tests how prompt formulation — verbosity, register, typos, compression — affects output quality across models, giving developers empirical guidance on how to prompt. Eight years of wanting, three months of building with AI
#1AI Code Architecture Enforcement and Refactoring ToolP7/10A development tool that continuously monitors AI-generated codebases for architectural drift, spaghetti patterns, and structural decay, then automatically refactors or flags violations before they accumulate. #2AI Code Quality Control Layer for CRUD Apps6/10A middleware that intercepts AI-generated code before it reaches the codebase, evaluating whether the solution uses the simplest possible approach (e.g., a single SQL query vs. an elaborate multi-layer abstraction) and rewriting or rejecting over-engineered output. #3AI-Powered Collaborative Software Design Whiteboard6/10A structured AI conversation tool purpose-built for the software architecture design phase — supporting extended back-and-forth exploration of tradeoffs, relational modeling, and system design before any code is written. #4Zero-Config Project Scaffolding That Skips the Tedium5/10An AI-powered tool that instantly generates fully configured project foundations — dependencies, build pipelines, CI, base styling, auth — so developers can skip straight to the unique logic they actually want to build. The threat is comfortable drift toward not understanding what you're doing
#3AI Supervision Layer for Complex Codebases6/10A monitoring system that flags when AI-generated code in large distributed systems deviates from architectural patterns, introduces subtle bugs, or makes suboptimal design decisions that only experienced engineers would catch. Artemis II crew see first glimpse of far side of Moon [video]
#1Real-Time Space Mission Tracking Dashboard5/10A beautifully designed, high-information-density real-time tracking platform for active space missions with live telemetry, trajectory visualization, and contextual educational content. Why Switzerland has 25 Gbit internet and America doesn't
#2Turnkey Municipal Broadband Planning Platform6/10A SaaS platform that gives small municipalities and community committees the financial models, regulatory templates, grant applications, and project management tools to launch their own fiber networks. #3Competitive Pressure Simulation for Broadband Markets5/10A consulting and advocacy service that helps communities credibly signal competitive fiber buildout plans to force incumbent ISPs to upgrade their networks — without the community actually having to build anything. German implementation of eIDAS will require an Apple/Google account to function
OpenScreen is an open-source alternative to Screen Studio
#3AI-Powered One-Click SaaS Replacement Generator5/10A platform that takes a simple SaaS tool (screen recorder, bookmark manager, clipboard tool) and generates a local-first, no-subscription replacement as a browser extension or desktop app using AI code generation. Running Gemma 4 locally with LM Studio's new headless CLI and Claude Code
#2Low-Latency MCP Tool Server for Financial Data7/10A managed MCP-native platform that serves normalized financial data (SEC filings, XBRL, global accounting standards) with sub-100ms tool-call latency optimized for conversational AI agents. #3Agent-Aware Inference Optimizer for Local Models6/10A local inference runtime specifically tuned for agentic coding workflows that prevents context loss, handles long multi-step chains gracefully, and optimizes for the bursty request patterns of coding agents rather than chat. LÖVE: 2D Game Framework for Lua
AWS engineer reports PostgreSQL perf halved by Linux 7.0, fix may not be easy
#2Production PostgreSQL Kernel Tuning Autopilot6/10An agent that automatically detects the running kernel version and applies optimal sysctl and boot parameters for PostgreSQL, including hugepages, preemption settings, and NUMA configuration. Finnish sauna heat exposure induces stronger immune cell than cytokine responses
My Google Workspace account suspension
#1Google Workspace Disaster Recovery and Migration PlatformP6/10An automated backup and instant-migration service that continuously mirrors your Google Workspace data (email, drive, calendar, contacts) to an independent system, enabling one-click failover to an alternative provider if your account is suspended. #2Identity Layer Independent of Big Tech Providers7/10A managed SSO and identity platform for SMBs that sits above Google/Microsoft, so losing one provider account doesn't lock you out of every third-party service you use for payroll, banking, and operations. Someone at BrowserStack is leaking users' email addresses
#2Consent-Gated Email Inbox as a Service6/10An email service where every new sender must be explicitly approved before their messages reach your inbox, with one-click permanent revocation — bringing the Hey.com consent model to standard IMAP-compatible email. #3Cryptographic Per-Vendor Email Identity System6/10A service that generates truly unique, non-guessable email aliases for every vendor signup, with automatic forwarding and one-click disable, replacing the easily-defeated plus-addressing and pattern-based alias schemes. #4SaaS Vendor Privacy Compliance Auditing Platform7/10An automated platform that continuously monitors whether your SaaS vendors are sharing customer data with enrichment platforms like Apollo, by deploying honeypot signups and tracking data flow across the sales-tech ecosystem.