Articles
In-depth research, comprehensive guides, and long-form thoughts on modern technology.
Software Archaeology: Restoring Legacy Java Systems with AI
Explore a disciplined, forensic approach to modernizing legacy software, using AI as a critical force multiplier instead of an optimistic guide.
The AI Hype Cycle and the Developer-Management Divide
Examine the growing divide between executive optimism and engineering realism as the software industry navigates the current AI and vibe-coding bubble.
Python Dependency Locking with PEP 751 and pylock.toml
Unpack PEP 751 and the new pylock.toml standard, designed to bring tool-agnostic, secure, and reproducible dependency resolution to the Python ecosystem.
Controlling Interaction with CSS Pointer Events and SVG Hit-Testing
Learn how the pointer-events property alters browser hit-testing to control element interactivity across HTML and complex SVG graphical elements.
Mastering CSS Writing Mode: Moving Beyond Physical Layouts
Discover how the CSS writing-mode property reshapes web layouts by shifting focus from rigid physical directions to fluid block and inline logical axes.
The Current State of Agentic AI: Mid-2026
Agentic AI in mid-2026 has moved from orchestrated reasoning loops to multi-agent swarms, with standardized tool protocols and persistent memory graphs.
Agentic AI vs AI Automation: The Real Difference
Agentic AI interprets goals and plans dynamically, while automation follows predefined rules. The difference is decision-making, not sophistication.
Loop Engineering for RAG Generation: Iterate Top-K One at a Time
Sequential feeding of retrieval candidates to LLMs can cut token costs by 80% on factual lookups, with per-question routing between batch and sequential modes.
ByteDance Astra: A Dual-Model Architecture for Robot Navigation
ByteDance's Astra dual-model architecture tackles robot navigation by separating global reasoning from local execution, inspired by the System 1/System 2 paradigm.
Kimi K3: The Open-Weight Escalation
Moonshot AI's Kimi K3 is the first open-weight model to approach 3 trillion parameters, setting a new benchmark for accessible frontier AI.
Trump Order Forces Defense Contractors to Map Software Supply Chains
A new executive order requires defense contractors to map software, suppliers, and raw materials across national security supply chains.
Why LLMs Still Struggle to Triage Real Vulnerabilities
AI models flag vulnerabilities fast, but over 60% of the results are false positives, unreachable code, or noise security teams can't use.