Dev
GraceSoft Core: Designing a Minimal Core to Prevent Over-Engineering
GraceSoft Core: Choosing a "Just Enough" Core to Avoid Over‑Engineering GraceSoft Core shifts from over-engineering to a minimal, usable core...
mq-bridge: Config-Driven Remote Jobs with NATS in Rust
mq-bridge: Build a portable Rust remote job system that starts with a file and scales to NATS Build a remote...
Atlas: Running 14 LLM Agents on a 16GB MacBook — Concurrency & Memory Fixes
Atlas proves a 16GB MacBook can run a production multi-agent system with careful orchestration Atlas shows a 16GB MacBook can...
Ivy: Building an Offline Amharic AI Tutor for Low-Resource Languages
Ivy: Building an Offline, Voice-First AI Tutor for Amharic Speakers and What It Reveals About Non‑English AI Ivy is an...
LangGraph, CrewAI and AutoGen: Building Autonomous Agents in Production
AI agents over assistants: how autonomous agents moved into production AI agents are shifting from chatbots to autonomous systems; this...
Manus AI Credit Optimizer: Automatic Model Routing Cuts Costs 62%
Manus AI Credit Optimizer Cuts Prompt Costs 62% While Preserving Output Quality Manus AI Credit Optimizer analyzes prompts, strips unnecessary...
HoneyBook: AI Real‑Time Logs for Wedding Planner Accountability
HoneyBook and the Centralized Log: How AI-Enhanced Event Portals End Wedding-Day Communication Failures HoneyBook's centralized AI-enhanced event log replaces fragmented...
Little’s Law for APIs: Calculate Capacity, Throughput and Latency
Little's Law: Using L = λW to Estimate Concurrent Load and Guide Capacity Decisions Little's Law explains how average items,...
har-analyze Review: 2-Second CLI Summaries for HAR Files
har-analyze: a stdlib-only Python CLI for two-second HAR summaries and common performance opportunities har-analyze is a stdlib-only Python CLI that...
Bloom Filters: Memory-Efficient Set Membership and Practical Uses
Bloom Filters: How probabilistic bitmaps accelerate set membership checks and save memory Bloom Filters offer fast, memory-efficient probabilistic set membership...
