Blog

Learn how I built an automated YouTube SEO pipeline using Gemini 2.0 Flash for title optimization, tag generation, and d

EU delays AI Act compliance deadlines to December 2027 and proposes nudify app bans. Learn what this means for developer

Aqua Security's Trivy vulnerability scanner was compromised in a supply chain attack affecting 33,000+ GitHub users. Lea

Grammarly removed its AI Expert Review feature after backlash and lawsuits. Learn what this means for AI product develop

Analysis of Anthropic's legal challenge against DOD overreach in AI contracts. Technical implications for developers and

Bernie Sanders and AOC propose halting new data center construction pending AI regulations. Deep dive into technical imp

Deep technical analysis of Trump administration's AI regulation blueprint focusing on child safety rules and limited ove

PRIME-CVD provides synthetic cardiovascular datasets for AI model training, enabling privacy-preserving medical AI devel

Wikipedia officially prohibits AI-generated articles. Explore the technical challenges, content detection methods, and b

Reco's Alert Story Generator uses Amazon Bedrock to transform raw security alerts into actionable insights. Learn how AI

New Sparse Feature Attention (SFA) research delivers 2.5x Transformer speedups and 50% FLOP reduction. Learn how this br

How to create an SVG favicon with dark mode support that scales perfectly at every size without bitmap artifacts.

How to build performant scroll-triggered animations using the IntersectionObserver API instead of scroll event listeners

How to configure Nginx as a reverse proxy for AI API services with SSL, rate limiting, CORS, and WebSocket support.

Practical PostgreSQL tuning tips for vector search with pgvector, covering indexes, memory settings, and query optimizat

How to build an accessible dark mode toggle using CSS custom properties with proper contrast ratios and system preferenc

How to add Schema.org structured data to your developer portfolio for better Google search results with rich snippets.

Practical techniques to hide email addresses from spam bots while keeping them accessible to real visitors and screen re

Practical tips for managing AEM Experience Fragments at scale, based on rolling out components across 52 global markets

How I built a modular email design system with 50+ MJML components for consistent, responsive email production at scale.

A practical guide to Python virtual environments for AI engineers managing multiple projects with conflicting dependenci

My Docker Compose configuration for AI development with PostgreSQL, Redis, and Python services running in production.

How I manage 9 Node.js and Python services with PM2 process manager for automatic restarts, logging, and monitoring.

A practical comparison of Supabase and Firebase for AI applications, covering PostgreSQL, vector search, auth, and real-

Lessons from running A/B tests across 52 markets on Dyson's global e-commerce platform, including tooling and statistica

How I built a Power Apps solution at Dyson to centralize A/B test results across 52 markets with SharePoint integration.

How I built and deployed Microsoft Copilot agents at Dyson to automate repetitive tasks and improve team productivity.

How to implement the Ken Burns pan-and-zoom effect programmatically with FFmpeg for automated video production pipelines

Set up real-time Telegram bot notifications for your AI pipeline runs, errors, and completions with Python.

How to build a Google Drive file watcher that triggers automated AI workflows when new files are uploaded to specific fo

How Prisma ORM simplifies PostgreSQL database work in AI applications with type-safe queries, migrations, and schema man

Learn how to build an automated content publishing system using cron jobs, Python, and templating for hands-free blog de

How to use OpenRouter as a unified LLM gateway to route between GPT-4, Claude, Gemini and open-source models in producti

Practical FFmpeg commands and Python automation patterns for AI engineers building automated video production pipelines.

How to generate branded YouTube thumbnails automatically using Runware's AI image API and Python with Pillow for text ov

Why the Whisper tiny model is perfect for pipeline transcription tasks where speed matters more than perfect accuracy.

Implement secure JWT authentication for AI APIs with FastAPI and Supabase, including token validation and role-based acc

Build a hybrid search system combining vector similarity and keyword search using pgvector in PostgreSQL for AI applicat

How to build and scale Playwright web scrapers for collecting AI training and enrichment data, with practical tips for r

Comparing Google Cloud TTS and ElevenLabs for AI video voiceovers, covering quality, cost, latency, and production workf

Practical lessons from integrating Stripe payments into AI SaaS products, including metered billing and usage-based pric

How to build production email systems using MJML for responsive templates, with automation tips for AI-powered email gen

How Pydantic models bring type safety and validation to AI pipelines, with practical patterns for LLM output parsing.

Using Git as a safety net for autonomous AI art systems, enabling instant rollback when AI-generated outputs need to be

An AI engineer's perspective on what makes a good AI engineering hire, and what recruiters often get wrong about the rol

A practical comparison of Claude and GPT-4o for document analysis tasks, based on real production use across thousands o

Practical guide to implementing Supabase row-level security for AI applications, with real policy examples and common pi

The case for South West England as a growing tech hub, with lower costs, better quality of life, and real technical tale

Practical advice on remote AI engineering, including communication tools, async workflows, and building trust with distr

A deep dive into my AI development stack and why I chose Claude, FastAPI, Supabase, and other tools for production AI sy

My daily AI toolkit in 2026: the models, frameworks, and services I rely on for production AI engineering work.

Practical strategies for running multiple AI projects on a single VPS, from resource management to deployment workflows.

Hard-won lessons from building and running multiple AI products as a solo developer, from architecture to time managemen

The difference between using AI tools and building AI systems. Why engineering around the model matters more than the pr

Key lessons from 8 years building digital platforms at Dyson, from CRM systems to AI applications at enterprise scale.

Build an automated scoring system to evaluate and filter AI-generated content for quality, relevance, and accuracy befor

How to use two different AI models to cross-validate content quality, catching errors that single-model evaluation misse

How I transitioned from CRM development and email marketing to building production AI systems, and what made the switch

Learn how I use Google Gemini to auto-generate SEO metadata for blog posts and pages, saving hours of manual keyword res

How to build a Telegram bot alert system for monitoring AI pipelines in production, with Python code examples and best p

Step-by-step guide to deploying AI applications on a VPS using PM2 for process management and Nginx as a reverse proxy.

How I use AI agents to generate, prioritise, and structure A/B test ideas at scale for digital optimisation at Dyson.

How to design and build AI-powered tools that non-technical teams actually want to use, with UX patterns and lessons fro

How to use AI agents to automate internal business workflows, with practical patterns for approvals, data processing, an

A practical guide to building an AI-powered SaaS product, covering architecture, billing, cost management, and lessons f

A complete guide to building automated AI content pipelines, from ingestion to publishing, with real examples from produ

A complete guide to setting up OpenAI Whisper for automated transcription, covering model selection, performance tuning,

A practical guide to structuring Python AI projects for production, covering project layout, configuration, testing, and

Why FastAPI is the best Python framework for AI engineers building production APIs, with comparisons to Flask and practi

A hands-on guide to building MCP servers and integrating them with AI assistants for tool use, resource access, and work

A step-by-step guide to using the Claude API for document analysis, covering text extraction, structured prompts, and pr

A practical comparison of LangGraph and LangChain for building AI agents, based on real production experience with both

A hands-on comparison of pgvector, ChromaDB, and Pinecone for AI engineers building RAG systems and semantic search appl

A practical guide to multi-agent AI systems: when they outperform single agents, common architectures, and real-world ex

Battle-tested prompt engineering techniques for production AI systems, covering structured output, reliability patterns,

A clear explanation of the AI engineer role, how it differs from ML engineering, and what skills you need to build produ

How I built BloodRemembers.art, an autonomous generative art system creating unique SVG artworks with JavaScript and alg

Building Swindo.co.uk, a local events and venue platform aggregating 11 data sources with Next.js, PostgreSQL, and autom

How I built the BTC Control Engine, combining Hidden Markov Models with real-time market data for structured Bitcoin dec

A cost breakdown of running an automated YouTube upload pipeline using Whisper, Gemini Flash, and the YouTube API for ne

How I built Open Brain, a personal knowledge system using pgvector for semantic retrieval and Model Context Protocol for

Building a semantic search platform for 300+ venues using pgvector, embeddings, and multi-source data aggregation for in

How I built AI Signal Desk, a news intelligence platform that scores and prioritises signals using multi-source ingestio

Building a multi-agent image generation system using LangGraph, Claude, and brand DNA profiles to create on-brand visual

How I built an automated YouTube pipeline using Whisper transcription, Gemini metadata generation, and the YouTube API f

A deep dive into building a production AI document analysis SaaS using Claude API, FastAPI, Stripe billing, and pgvector