A developer built Madame Minou, a French cat astrologer app, using Kiro and Amazon Bedrock during a Paris hackathon. The app computes a cat's sun sign deterministically in code, then uses AI to genera…
A developer building RagPack, a Go library for chunking files for embedding, used the iter package introduced in Go 1.23 to create a streaming parser interface. The iter.Seq2 type allows parsers for v…
LectuLibre, an AI-powered book translation platform, built an instant translation help feature that lets readers highlight any phrase and receive a context-aware, human-quality translation within seco…
Swipe Cleaner, part of the Opennomos ecosystem, processes all photo cleaning entirely on-device using Core ML, Vision, and Metal, with no network requests for photo processing. The app's architecture …
A developer argues that AI will not replace programmers but will change the role, making collaboration with AI essential for faster building and learning. The post emphasizes that AI acts as a knowled…
A developer created ctxpack, a zero-dependency CLI tool that packages an entire codebase into a single file for AI models like Claude and GPT. The tool handles three common problems: it orders files i…
A developer building an agent firewall created Agent Evidence Levels (AEL), an open standard that grades how much of an AI agent's recorded actions an outside party can verify without trusting the ven…
A developer has open-sourced 17 debugging skills for Cocos Creator 3.x, addressing common issues like gray screens, corrupt scenes, and CLI build failures. The skills are designed as ready-to-run work…
A developer outlines a security vulnerability in multi-step AI workflows where injection payloads can propagate across phases, bypassing single-step sanitization. The post presents a cross-step inject…
A developer warns that while AI agents can handle coding tasks, developers must still understand the system's architecture to debug failures. The agent acts like a junior developer who escalates issue…
Backboard R-CLI, a small open-source terminal agent, achieved the #1 published score on Terminal-Bench 2.1 with 84.3% accuracy (75/89 tasks), beating larger competitors like Codex CLI and Claude Code.…
A developer argues that the first payment in an AI API workflow should be a controlled test rather than a large wallet top-up. They recommend starting with a free model to verify functionality before …
Sollea AI lead developer Mohamed Amine Ben Mallessa created a solution to generate vector PDF posters and high-resolution PNG images server-side in about 3.5 seconds using Playwright and versioned HTM…
A developer built a privacy-first skin cancer classifier using federated learning and PySyft, enabling training on decentralized medical data without exposing raw patient images. The approach combines…
Sollea AI lead developer Mohamed Amine Ben Mallessa built a system using Playwright (Chromium headless) and versioned HTML templates to generate vector PDF and 300 dpi PNG posters server-side in about…
Sollea AI migrated its poster rendering from a fragile iframe-based Photopea solution to a server-side HTML engine using Playwright, reducing render time from 30-60 seconds to 3.5 seconds and eliminat…
A developer built Velocity, an AI platform that converts plain-English descriptions into production-grade n8n workflow JSON. The system uses a Next.js 16 frontend with Gemini API and Supabase backend,…
Over $610 billion in AI hardware capital expenditure was committed globally in a single week, including South Korea's $550B memory fab investment, Japan's $6B for AI model development, and Qualcomm's …
Solon 4.0's ReActAgent enables developers to build AI agents that reason, use external tools, and adapt based on real-world feedback. The agent implements a cognitive loop of thought, action, and obse…
Solon 4.0 introduces ChatModel, a unified LLM client that abstracts away boilerplate code for integrating large language models into Java applications. The API supports multiple model providers includ…