A developer built Paper List, a relevance-scoring engine that ranks arXiv papers based on a user's project description, reducing weekly paper review time from 5 hours to 45 minutes. The tool uses embe…
A developer built Rivalry Radar, a live 'Heat Index' for World Cup rivalries that uses Google AI (Gemini) to score fan takes' sentiment and Snowflake to compute and rank the hottest matchups in real t…
A developer built ATC (Agent Trust Card), a system that provides AI agents with cryptographic identity, security audits, encryption, protocol translation, and autonomous payments. ATC aims to solve th…
Leo, Technical Lead at Pangolinfo, presents a developer's guide to building an Amazon competitor research system using Python and the Pangolinfo API. The guide introduces the five-step IBADM framework…
A developer from Octo, an open-source project by Mininglamp, argues that current AI assistants fail in team collaboration because they treat each conversation as isolated, lacking shared memory of pro…
DaoXE, a multi-protocol API gateway operated by its developers, exposes more than Chat Completions and supports live model discovery. The team provides a practical setup path for coding assistants lik…
A developer built GAUNTLEX, an open-source adversarial co-generation engine that tests software specifications before code is written, addressing security gaps in large-scale legacy modernization proj…
A developer's deep dive into MCP Resources and Prompts explains how to distinguish between Tools (actions) and Resources (data), implement dynamic and parameterized URIs for live data, and design mult…
A developer created destructive_command_guard, a Rust executable that acts as a circuit breaker for dangerous shell commands executed by AI agents. The tool intercepts patterns like rm -rf /, git push…
A developer built resolvo, an agentic pipeline that converts a GitHub issue into a tested pull request without requiring a local clone. Built with LangGraph and Google's Gemini models, the system rout…
An engineer reveals five structural leaks that cause LLM bills to be 40-65% higher than pricing-page estimates, including workload ratio, tokenizer variance, prompt caching, batch processing, and retr…
A developer argues that agent configuration files like CLAUDE.md are advisory, not enforcement, and that Claude Code's hooks mechanism is the proper way to enforce critical rules. The post details fiv…
A developer built GOLAZO, an AI hype commentator that turns everyday moments into dramatic World Cup-style broadcasts. The tool uses Google's Gemini 2.0 Flash for commentary generation and ElevenLabs …
A developer warns that AI-generated prototypes often appear finished but break under real-world conditions, shifting the bottleneck from code generation to verification. The post outlines a process fo…
A developer argues that voice AI features on mobile require a permission-loss and lifecycle test plan, not just a happy-path demo. The developer outlines scenarios such as permission revocation, incom…
A developer proposes replacing AI-generated eulogies for dead side projects with a structured exit report template. The EXIT.md document includes sections for decision, current state, shutdown checkli…
A developer demonstrates how to build a resume-to-project matcher using fixed embedding vectors, showing the steps of normalization, cosine similarity scoring, and ranking. The example highlights that…
A solo developer built 'Rivalry Roast', an app that lets football fans talk smack and get roasted back by an AI rival fan in real-time voice. The app uses Groq for speech-to-text, Google Gemini for ge…
An engineer's analysis reveals that LLM inference throughput on NVIDIA GPUs is bottlenecked by memory bandwidth, not compute. A 7B model achieves ~15 tok/s on a T4 but over 3,500 tok/s on an H100, a 1…
A developer building SunfishLoop proposes that an AI agent's first public action should be to publish a single useful observation, aiming to establish public identity, memory, and reputation. The obse…