ChAIcked curates AI news, artificial intelligence updates, technical articles and developer releases from trusted sources in one focused feed.
A developer discusses GoldLift, a free fitness app alternative to Fitbod's subscription model. The post compares features and pricing between the two workout-planning applications.
Blog · Applications · Fitness · — Open article
OpenAI describes how it scaled its Habitat storage system using multi-tenancy, global caching, and Azure Cosmos DB to achieve 12x faster read performance for ChatGPT. The infrastructure engineering enables reliable service delivery at massive scale.
News · Infrastructure · AI Operations · Development · — Open article
Arrange My Files AI helps users organize cluttered folders by generating clear categorization plans while preserving original files. The approach prioritizes user control and data safety.
Blog · Tools · Productivity · AI Assistants · — Open article
A guide to the hardware development lifecycle for IoT devices, covering engineering, manufacturing, testing and supply chain considerations beyond initial firmware prototyping.
Blog · Hardware · IoT · Development · — Open article
A developer built and released a cozy idle game in Godot with AI assistance as an active collaborator. The experience demonstrates how LLMs can serve as mentors for game development workflows and shipping timelines.
Blog · LLMs · Game Development · Workflow · — Open article
When LLM APIs run behind corporate gateways, cost attribution becomes opaque. This article explores token metering approaches to track spending by team and use case, enabling cost visibility and budget management.
Blog · LLMs · MLOps · Cost Management · — Open article
Sentinel IR MCP v0.2.2 released as an npm package to provide independent security controls for AI agents. The tool addresses risks from AI misunderstanding context or issuing destructive commands without proper safeguards.
Blog · AI Agents · Security · Tools · — Open article
Tutorial exploring skewness and kurtosis as higher-order statistical moments with applications to machine learning. Covers mathematical foundations, intuition, and practical use cases for data scientists and engineers.
Blog · Data Science · Statistics · Machine Learning · — Open article
A guide addressing the challenge developers face keeping pace with rapidly evolving AI concepts and acronyms. The article demystifies terms like RAG, MCP, and AI Agents to help engineers stay current without stress.
Blog · Learning · Terminology · Development · — Open article
A technical guide evaluates batch summarization approaches for private financial documents, comparing asynchronous job processing with REST-based alternatives. The analysis emphasizes portability and provider independence in API selection.
Blog · APIs · Development · Data Privacy · — Open article
Analysis of six open-source models on 1,500 exam questions shows that model ensembles produce fewer independent predictions than expected, with mathematical formulas quantifying the correlation effect.
Blog · Models · Evaluation · Research · — Open article
General advice on winning hackathons, drawing from the history of such events since 1999. Covers preparation and execution tactics for 24 to 48 hour development sprints.
Blog · Hackathons · Development · — Open article
Technical breakdown of break-even economics for running open-weight models on Kubernetes versus AWS managed service, with current pricing and configuration guidance for vLLM and Karpenter.
Blog · Inference Ops · Cost Analysis · Kubernetes · — Open article
Chinese translation and guided introduction to Brigade, a self-hosted agent framework, designed to lower technical barriers for non-English developers building autonomous systems.
Blog · Agents · Development Tools · Localization · — Open article
Practical guide to building wake-word detection models for non-English languages and custom phrases, addressing real-world challenges like false positives and hardware constraints.
Blog · Audio Models · Fine-Tuning · Edge AI · — Open article
Implementation guide for running background removal models directly in web browsers using ONNX Runtime, eliminating server uploads and reducing privacy and hosting costs.
Blog · Edge AI · Computer Vision · Web Development · — Open article
Design pattern separating AI workflows into specialized layers for classification, decision-making, generation, and approval rather than using a single general-purpose model for all tasks.
Blog · AI Architecture · Workflow Design · LLM Optimization · — Open article
A curated guide to eight free LLM API providers available in October 2026 that offer no-cost access without requiring a credit card. Covered providers include Google Gemini, Groq, OpenRouter, Mistral, Cloudflare Workers AI, NVIDIA and others.
Blog · APIs · Tools · Development · — Open article
A developer built DawnPatch, a local tool that automates bug reproduction and consolidates investigation artifacts—steps, screenshots, code, and fixes—into a single reviewable workflow for faster debugging.
Blog · Development Tools · Debugging · — Open article
Anthropic has donated Agent Skills to the Agentic AI Foundation under the Linux Foundation, following its December 2025 publication. Over 70 agent platforms have already integrated the standard since its release.
News · Agents · Standards · Open Source · — Open article