Local AI & LLMs
Why longer prompts slow down local AI on an RTX 5090
A practical test for prompt length, time to first token, and answer quality on a local GPU.
Insights
Practical frameworks and notes on technical SEO, GEO, AI creative production, and e-commerce engineering.
Read
Web Development
How to test webhook retries before launch
A staging test for Shopify and Stripe integrations that checks duplicate deliveries, interrupted processing and out-of-order events against real business outcomes.
Local AI & LLMs
How to benchmark local AI on an RTX 5090
A practical test for local language models that measures GPU memory headroom, time to first token, generation speed, and output quality.
Web Development
How to build a quote form for a local service website
Build a quote form that collects the right details on mobile, routes enquiries to the right person, and helps you measure how many turn into site visits.
Cybersecurity
A Working Login Can Still Expose Customer Data
How broken object-level authorization exposes customer records, and what developers should check before shipping dashboards, portals and APIs.
AI & Website Security
AI Is a Double-Edged Sword: Startups, Reverse Engineering and Website Security
AI helps businesses build faster and raises new security questions. Hitesh Mahay explains website security audits, AI risks, and practical next steps.
Web Development
A two-week website starts with a clear brief
What needs to be ready before a website can launch in weeks: scope, content, integrations, approvals and a clear definition of done.
E-commerce
ACP Integration: A Complex Infrastructure Shift
Developers and AI agencies need to understand the complexity of ACP integration as a fundamental shift in infrastructure, not a simple upgrade.
Local AI & LLMs
Pushing 32GB VRAM: Running Qwen & 30B+ Models at Full Precision Locally
Why running 30B+ open-weight models on a dedicated 32GB VRAM rig outperforms hosted APIs in latency, cost, and private codebase indexing.
Creative AI & Video
Zero-Offload AI Video: Generating Native Wan 2.1 & HunyuanVideo on Consumer Silicon
How dedicated 32GB GPU memory and ComfyUI eliminate memory thrashing to generate temporal-consistent video shots in seconds.
SEO and GEO
GEO Architecture: Structuring Web Products for AI Search & Generative Engines
A technical blueprint for optimizing digital products, entity graphs, and citations for Perplexity, SearchGPT, and Gemini Overviews.