A developer describes using the open-source tool agentic-skills to turn AI-assisted coding into a structured, inspectable engineering workflow. The tool breaks tasks into stages such as requirements, …
A developer built Jean2, an AI coding agent that accumulates knowledge across sessions by writing to markdown files on disk instead of relying on vector databases or fine-tuning. The agent features fo…
A developer building AI agents for home service businesses discovered that critical customer information was being lost during handoffs to scheduling and CRM systems. They found the CORD protocol, an …
N8n, a fair-code workflow automation platform, positions itself as a solution for bridging the prototype-to-production gap for AI agents by treating production concerns as first-class features. The pl…
Generative AI tools like ChatGPT and Claude are accelerating blockchain development by generating smart contracts and automating routine tasks, but this speed introduces heightened risks in an industr…
A developer built SkillSpector Report, an open-source Python CLI that converts NVIDIA SkillSpector security scan output into PDF reports for easier sharing and review. The tool addresses the need for …
A developer introduced Evident, a privacy-first utility that provides legally binding proof of file existence without uploading content to servers. The tool computes a cryptographic hash locally, send…
A developer created a low-tech pattern for providing repository context to AI coding agents using Markdown files and text search. The approach uses short index.md files in each directory for navigatio…
A developer explains how Quantization-Aware Training (QAT) enables deploying deep learning models on Android without sacrificing accuracy, addressing the 'Quantization Cliff' problem of post-training …
An engineer at an unnamed company discovered that their LLM-as-judge gate for evaluating faithfulness was unreliable, producing different scores on identical inputs due to factors like sampling temper…
A developer demonstrated a prompt injection attack called GitLost against GitHub Agentic Workflows, showing that a single word change in a public issue can trick an AI agent into leaking private repos…
A developer built Calamo, a no-code backend that lets users define Postgres tables and workflows visually, then publish them as MCP tools or REST endpoints for AI agents. The tool aims to bridge the g…
A developer building an MCP-based Tokyo transit agent rolled back a SKILL layer experiment after it caused the agent to stop using the MCP tool and rely on web search instead. The engineer found that …
A developer argues that deterministic workflows are often superior to AI agents for most product features, despite the hype around autonomous systems. Workflows offer predictability, lower cost, and e…
A developer built S.A.G.E (Smart Agent Guidance Engine), an open-source CLI tool that compresses terminal output by 93% to reduce AI token usage. The tool saved the developer $45 in AI tokens over thr…
A developer built a fluent AI SDK and interactive CLI tool called ai-persona that lets users bring customizable AI into Node.js applications in seconds. The tool supports Google, OpenAI, and Anthropic…
A developer built 'Epoch Duel', a cyberpunk card battler inspired by Gwent, to visualize LLM alignment and parameter optimization. The game maps machine learning concepts like model pruning, DPO vs RL…
A developer created Causari, a local CLI tool that records AI agent actions as causal events to track intent and provenance behind code changes. Unlike Git, which tracks what changed, Causari answers …
A developer found that a 40-line regex classifier outperformed TF-IDF-based models by 45 points in routing agent context retrieval, achieving 94.3% accuracy versus 48.6% for logistic regression. The t…
A developer tested free local AI agents on a Mac Mini M4 with 16GB RAM, comparing models like Gemma 4 and Ornith. Ornith proved more reliable for tool use and agent tasks, while Gemma excelled in main…