AI Blog
Insights and perspectives on artificial intelligence and technology
21 posts
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AI washing: are companies actually replacing workers with AI, or just saying they are?
Companies blamed AI for over 54,000 layoffs in 2025, but economists and analysts say the real reasons are often simpler: overhiring, tariffs, and profit margins.
Xcode 26.3 brings agentic coding to Apple development. Here's what that actually means.
Apple's Xcode 26.3 lets autonomous AI agents like Claude and Codex build, test, and iterate inside the IDE. Here's what's new, how it compares to other editors, and what it means for iOS and macOS developers.
The Model Context Protocol: a practical guide for developers who want their AI to actually do things
MCP gives AI models a standard way to connect to external tools and data. A practical guide to how the protocol works, who's using it, and how to build your first MCP server.
RAG for developers: a practical guide to retrieval-augmented generation in 2026
RAG has become the default architecture for any AI system that works with private data. A practical guide to building retrieval-augmented generation pipelines that actually work, from chunking and reranking to GraphRAG and common production mistakes.
The EU AI Act hits full enforcement in August 2026. Here's what developers actually need to do.
The EU AI Act's biggest compliance deadline lands August 2, 2026, with requirements for high-risk AI systems, transparency labels on AI-generated content, and fines up to 7% of global turnover. A practical guide for developers on what to do now.
Big Tech's $650 Billion AI Infrastructure Bet: What It Means for Developers
Amazon, Alphabet, Meta, and Microsoft are collectively spending $650 billion on AI infrastructure in 2026. Here is what that investment means for developers, from cloud pricing and GPU availability to the software stock selloff and where the real opportunities are.
Choosing the Right AI Model for Coding: A Developer's Decision Guide for 2026
The era of picking one AI model is over. A practical guide to when developers should reach for GPT-5.2, Claude Opus 4.6, Gemini 3 Pro, DeepSeek, or open-source models, with verified pricing, benchmarks, code examples, and a decision matrix for common coding tasks.
2025 Was the Year of Vibe Coding a Website. 2026 Is the Year Agent Swarms Run Your Business.
We went from prompting our way to a landing page to deploying autonomous agent teams that build enterprise software and run business operations. Here is how the shift happened and what it means.
The Best Community Plugins and Skills for Claude Code Developers
From autonomous coding loops and browser automation to framework-specific skills and security scanning — a curated guide to the best community-built plugins for Claude Code developers.
Anthropic's 11 Knowledge Work Plugins for Claude Code Explained
A deep dive into Anthropic's 11 official knowledge work plugins — from Productivity and Sales to Finance, Data, and Bio-Research — that turn Claude from a general-purpose AI into a role-specific specialist with domain expertise, slash commands, and MCP connectors.
Software Is Shifting Again: Building in the AI Era
AI is reshaping software. Teams now blend code, learned models, and natural language workflows. The winners build partial autonomy with fast human verification and agent friendly interfaces.
Why Team Structures, Agile Processes, and Hiring Models No Longer Fit an AI-Augmented World
AI is reshaping how work gets done by compressing roles and making contribution more visible. Organizations and employees who adapt together to AI-augmented work will gain leverage, while those holding onto legacy expectations will face growing pressure.
Part 5 - The Development Revolution - AI Agents, Low-Code, and No-Code Tools
AI agents have evolved from simple automation to sophisticated systems executing multi-step plans, though current implementations primarily function as coordinated "Agentic Workflows" rather than fully autonomous entities. These tools are transforming software development by handling routine tasks, allowing humans to focus on complex problem-solving and innovation.
Part 4 - Integrating AI into Enterprise Development - Tools, Impacts, and Workflow Strategies
AI is transforming enterprise development beyond DevOps, introducing LLMs and low-code platforms while requiring new balance between productivity acceleration and proper governance to maintain quality and security.
Part 3 - Accelerating Application Delivery with DevOps
Streamline your mobile app delivery by applying DevOps principles tailored for challenges like device fragmentation and frequent updates. This post introduces how Jenkins and GitHub Actions can automate backend workflows, while Fastlane simplifies building and releasing your iOS and Android apps.
Part 2 - Pragmatic Agile for the Enterprise, Moving Beyond Dogma
Adapt enterprise Agile/SAFe frameworks practically to maximize value and efficiency by prioritizing streamlined delivery over rigid ceremony adherence.
Part 1 - The Cultural Compass - Navigating All Sizes of Organizations
Unlock the hidden forces that make or break software development success. Beyond processes and tools lies a crucial landscape of human dynamics, entrenched practices, and organizational barriers that silently determine outcomes. Discover how to transform resistance into momentum and turn collaboration challenges into your competitive advantage.
Laying the Groundwork for Enterprise Excellence
After navigating both startup agility and enterprise scale throughout my career, I'm sharing operational excellence insights gained from experience. This 8-part series explores how Agile, DevOps, automation, and AI transform workflows for competitive advantage in today's digital business environment.
Riding the Wave: Is "Vibe Coding" the Future We Didn't Know We Needed in 2025?
Is 'Vibe Coding' the next evolution in software development, or just hype? As we look towards 2025, this emerging ethos prioritizes intuition, team synergy, flow states, and a focus on the feel of the code and product, often amplified by maturing AI tools. Forget rigid processes; think adaptive collaboration. Dive into what Vibe Coding means, why it's gaining traction, its potential benefits, pitfalls, and how it might reshape development teams.
Mastering Vibe Coding: Essential Skills for Success in 2025
In the rapidly evolving landscape of software development, a transformative approach known as **Vibe Coding** has emerged, reshaping how developers...