Tag: Ai and machine learning
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Mental models for working with coding agents
Posted on February 11, 2026, Level beginner Resource Length short
Mastering coding agents requires understanding the orchestration harness, context management, and iterative loops—key to transforming AI-assisted development. By George Chiramattel.
Tags ai-and-machine-learning product-and-design leadership-and-career
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Physics-informed machine learning: Leveraging physical laws and energy-based models
Posted on January 30, 2026, Level advanced Resource Length long
This comprehensive article explores the intersection of machine learning and physics, proposing novel models and architectures that incorporate physical laws and geometric principles for more efficient, transparent, and robust AI systems. By Hyperbole.
Tags ai-and-machine-learning data-and-analytics
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AWS 2025: A year of agentic AI, custom chips, and multicloud bridges
Posted on January 12, 2026, Level intermediate Resource Length medium
AWS's 2025 was a pivotal year, marked by the rise of Agentic AI, custom silicon advancements, and real multicloud integration, fundamentally altering how developers build and deploy software. By Damien Gallagher.
Tags ai-and-machine-learning cloud-and-infrastructure product-and-design leadership-and-career
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What OpenAI's report says about AI usage & adoption
Posted on January 8, 2026, Level beginner Resource Length short
The OpenAI report reveals a rapid adoption of AI in enterprises and ChatGPT usage is increasing significantly, with users saving up to 60 minutes a day. The report suggests that AI usage is directly correlated to an increase in efficiency. By Mark McCormick.
Tags ai-and-machine-learning leadership-and-career cloud-and-infrastructure
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Nvidia's six-chip gambit: How Jensen Huang is building a computing empire you can't escape
Posted on January 6, 2026, Level beginner Resource Length medium
Nvidia's Rubin platform cements its dominance in AI infrastructure, locking customers into a vertically integrated ecosystem that promises unmatched efficiency at a cost. By Marcus Schuler.
Tags ai-and-machine-learning leadership-and-career devops-and-ci-cd
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From GitHub Copilot to Infrastructure as Code: Getting started
Posted on January 4, 2026, Level intermediate Resource Length medium
Master GitHub Copilot for IaC by wiring repository‑scoped custom instructions, tightening naming and tooling rules, and treating the AI as a co‑pilot—not a replacement—for safer, faster Terraform deployments. By Lukas Rottach.
Tags ai-and-machine-learning devops-and-ci-cd leadership-and-career product-and-design
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Streamline AI agent tool interactions: Connect API Gateway to AgentCore Gateway with MCP
Posted on January 2, 2026, Level intermediate Resource Length medium
Amazon Bedrock's AgentCore Gateway now supports API Gateway, enabling seamless integration of existing REST APIs into agentic applications using the Model Context Protocol (MCP), enhancing security and observability. By Sparsh Wadhwa, Dhawalkumar Patel, and Heeki Park.
Tags cloud-and-infrastructure ai-and-machine-learning architecture-and-apis data-and-analytics
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How to build an LLM-Powered CLI tool in Python
Posted on December 31, 2025, Level intermediate Resource Length medium
Unlock the power of ChatGPT within your terminal with this practical tutorial demonstrating how to build a real-time command explanation tool using the OpenAI Realtime API. By Surya Bhaskar Reddy Karri.
Tags backend-development product-and-design data-and-analytics ai-and-machine-learning architecture-and-apis
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Scientists built an AI co-pilot for prosthetic bionic hands
Posted on December 28, 2025, Level beginner Resource Length short
An AI assistant dramatically improves the usability of bionic hands, boosting success rates in delicate tasks and reducing the cognitive load on users. By Jacek Krywko.
Tags ai-and-machine-learning software-engineering leadership-and-career data-and-analytics
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The exact indie-hacking vibe-coding setup i use as a middle-aged product manager
Posted on November 6, 2025, Level beginner Resource Length medium
Middle-aged product manager shares his simple, cost-effective indie-hacking setup powered by AI—proving that vibe-coding is accessible, sustainable, and deeply rewarding for non-technical founders. By Ivan Kuznetsov.
Tags software-engineering frontend-and-mobile how-to ai-and-machine-learning
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New trend: programming by kicking off parallel AI agents
Posted on November 2, 2025, Level beginner Resource Length medium
With agentic interfaces like Claude Code, Cursor, and other LLM-based tools going mainstream, developers increasingly run multiple agents simultaneously. Engineers like Sid Bidasaria and Simon Willison report fewer reservations and higher throughput after adopting this style. By Gergely Orosz.
Tags software-engineering product-and-design how-to ai-and-machine-learning
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Cursor 2.0 pivots to multi-agent AI coding, debuts Composer model
Posted on October 31, 2025, Level beginner Resource Length short
Cursor has released its latest AI software development platform with a new multi-agent interface and the debut of its coding model, Composer. By Ryan Daws.
Tags frontend-and-mobile miscellaneous product-and-design how-to ai-and-machine-learning