Ahmad Wael shares a technical “war story” about fixing a 50% performance drop in Intel’s Gaudi accelerators. Learn how the “Host Memory Bottleneck” was solved using Peer Direct, libfabric, and DMA-BUF to restore RDMA-like performance in the cloud. Essential reading for high-scale distributed AI systems engineering.
Building production-ready code with Claude Code requires more than just smart prompting. Learn how a senior WordPress developer uses CLAUDE.md manifestos, plan mode, and security review workflows to ensure AI-generated code is robust, secure, and ready for deployment without breaking your site.
What is Quantum Machine Learning? It’s not just a buzzword for ‘fast AI.’ Senior developer Ahmad Wael breaks down the architectural reality of QML, explaining how quantum states, unitary transformations, and probabilistic measurements redefine computation beyond the marketing hype of today’s tech landscape.
WordPress 7.0 Beta 2 introduces a centralized AI Connectors UI under Settings > Connectors, enabling better management of external AI providers. This release also enforces the iframed editor for blocks using API version 3. With over 70 fixes since Beta 1, it’s a critical testing phase for developers before the April final release.
AI Experiments 0.4.0 has officially released, bringing prompt-based image generation to the Block Editor and Media Library. This update also introduces Generate Review Notes for editorial assistance, setting the foundation for the upcoming WordPress 7.0 release. Learn why this architectural shift matters for developers and what’s next for the “WordPress AI” rebrand.
LatentVLA is changing the autonomous driving game by ditching natural language reasoning for self-supervised latent action prediction. By using VQ-VAE codebooks and knowledge distillation, it achieves real-time performance without the bias of linguistic annotations. Ahmad Wael critiques the architectural shift and the limitations of current open-loop simulation benchmarks like NavSim.
Avoid critical OpenClaw mistakes that compromise your development workflow. Senior developer Ahmad Wael explains why running AI agents on bare metal, skipping system prompts, and over-privileging API permissions are dangerous. Learn how to fix your setup using Docker and IAM best practices to build a secure, efficient agentic AI environment.
Ahmad Wael explores how Claude Skills and subagents solve the “context bloat” problem in AI development. By using lazy-loaded instructions and isolated workers, senior developers can reduce token costs, lower latency, and maintain cleaner codebases. Learn to move beyond repetitive prompting into a scalable, infrastructure-focused AI workflow.
AI-generated code often leads to a ‘black box’ problem where features ship fast but become impossible to maintain. Ahmad Wael explains why unstructured AI leads to technical debt in WordPress and how to use decoupled architecture and hooks to keep your codebase scalable, debuggable, and senior-dev approved.
Deciding between Agentic RAG vs Classic RAG isn’t just a tech choice—it’s an operational one. While classic pipelines offer predictability, agentic loops solve complex, multi-hop queries. Here is my senior developer’s guide to choosing the right architecture based on your business complexity, latency requirements, and error tolerance.