Author
Rob.
157 pieces by Rob · most recent first
Smart Home 101
Best Smart Plugs UK 2026: Matter, Energy Monitoring
Best UK smart plugs for 2026: Matter-compatible 3-pin picks, honest energy-monitoring accuracy notes, and which plug fits each household use case.
AI for Mere Mortals
Local AI Image Generators: A Beginner's Guide for 2026
Run a local AI image generator on your own computer - no cloud, no subscriptions. The best beginner-friendly options for Windows, Mac, and Linux.
AI for Mere Mortals
10 ChatGPT Prompts to Run Your Smart Home Smarter (2026)
10 ChatGPT prompts that make a smart home easier to run: morning briefings, YAML debugging, automation rules, colour-temp picks, product comparisons.
Smart Home 101
Best Mini PC for Home Assistant UK 2026
The best mini PCs for running Home Assistant in 2026: Beelink, Minisforum, GMKtec, and entry-level N100 picks across the £150-£600 UK price range.
Smart Home 101
Smart Home 101 Part 3: Your First Smart Devices
What to actually buy first for a smart home in 2026 - smart bulbs, plugs, sensors and speakers, ranked by genuine usefulness, not price.
Everyday Tech
Alexa+ Review: Is Amazon's AI Upgrade Worth It?
Alexa+ adds generative AI to Amazon's voice assistant - proactive routines, agentic actions, and natural conversation. What it does and whether to upgrade.
AI for Mere Mortals
Airflow vs LangGraph vs Temporal for AI Agents
Production AI agent orchestration in 2026: Airflow 3's agentic-workflow support and how LangGraph and Temporal differ. UK-friendly landscape view.
Smart Home 101
Best Smart Thermostats UK 2026: 5 Top Picks Compared
Compare Tado, Hive, Nest, Drayton Wiser and Honeywell smart thermostats for UK homes - pricing, heat-pump support, dynamic tariffs.
DIY Tech Projects
Proxmox vs TrueNAS vs Unraid: Homelab OS Choice (2026)
Proxmox is a hypervisor, TrueNAS is a NAS OS, Unraid blends both. Pick by what you'll run most: VMs, storage, or Docker.
DIY Tech Projects
Self-Host Bitwarden with Vaultwarden: UK Guide (2026)
Self-host Bitwarden via Vaultwarden on Raspberry Pi, Synology Docker, or Proxmox LXC. UK guide with reverse-proxy, Tailscale, and backup strategy.
DIY Tech Projects
Best Raspberry Pi Alternatives 2026 (UK Availability)
The best Raspberry Pi alternatives in the UK for 2026 - Orange Pi 5 Plus, Radxa Rock 5B, Banana Pi BPI-F3, Khadas VIM4, plus when an N100 mini-PC wins.
AI for Mere Mortals
ChatGPT vs Claude vs Gemini: Which AI Should You Use?
Three big AI chatbots, three free tiers, lots of hype. What each one is genuinely best at, where they fall short, and how to pick - without paying.
Everyday Tech
What Is a VPN (and Do You Actually Need One?)
VPN ads make wild claims - most are nonsense. An honest guide to what a VPN actually does, who genuinely needs one, and the best UK picks for 2026.
DIY Tech Projects
Pi-hole vs AdGuard Home: Which Should You Run in 2026?
Pi-hole vs AdGuard Home compared on setup, blocklists, UI, performance and hardware. A plain-English guide to picking the right DNS-level ad blocker.
AI for Mere Mortals
Best AI Search Engines 2026: Perplexity vs ChatGPT vs Brave
Honest UK comparison of the four AI search alternatives to Google in 2026 - Perplexity, ChatGPT Search, Brave, Kagi. Pricing, privacy, citation quality.
DIY Tech Projects
What Is Pi-hole and Why Every Smart Home Needs One
Pi-hole turns a £40 Raspberry Pi into a network-wide ad blocker that protects every device on your home network. Here's how to set it up.
Smart Home 101
Matter vs Zigbee vs Z-Wave vs Thread: Smart Home Protocols
Matter, Zigbee, Z-Wave or Thread - what do they all do, which one your kit needs, and why it usually matters less than you'd think.
Best NAS for Home 2026 (UK): Synology vs UGREEN vs DIY
Pick the right home NAS in 2026 (UK): Synology DSM polish, UGREEN's 10GbE hardware-per-pound, or a Jonsbo DIY TrueNAS build. Pros, cons, prices.
DIY Tech Projects
Best Unifi Gear for Home: UK Starter Kits 2026
Best Unifi gear for home in 2026: three UK starter kits at around £200, £450, and £750 - what to buy, what to skip, and where to get it.
AI for Mere Mortals
AI for Mere Mortals Part 5: When to Trust AI Answers
How to tell when ChatGPT and other AI tools are reliable - and the simple checks that catch their hallucinations, with examples from 2026.
Smart Home 101
Home Assistant 2026.6: Should You Update? (Plain English)
Home Assistant 2026.6 explainer: MQTT v5, Matter BLE fix, integration updates. What changes for your household, when to update.
Smart Home 101
Matter over Thread vs Wi-Fi: Which Should You Use?
Matter runs over Wi-Fi and Thread - but they are not interchangeable. A practical guide to when each transport wins, with device-class recommendations.
Smart Home 101
What Is Aliro? The New Smart-Lock Standard Explained
Aliro is the new CSA standard that lets one phone key unlock smart locks from any brand. Here's what shipped in v1.0 - and what didn't.
Smart Home 101
Smart Home for Renters: No Drill, No Rewire, Deposit-Safe
Build a smart home as a UK renter without drilling, painting or rewiring. Plug-in devices, magnetic sensors, and the kit you should skip.
Smart Home 101
Smart Home Mistakes Beginners Make (And How to Avoid Them)
Nine smart home mistakes new owners make - incompatible devices, weak Wi-Fi, app graveyards and subscription traps - and how to avoid each one.
Smart Home 101
Best Smart Locks for Beginners (2026 UK Guide)
Best smart locks for beginners (2026, UK): Yale Linus L2, Nuki Pro 4G, Aqara U200, SwitchBot Lock Pro. With an easiest-install decision tree.
AI for Mere Mortals
Free AI Tools You Should Be Using in 2026
Eight genuinely useful free AI tools for 2026 - what each is best at, where the free tier hits its limits, and which one to pick first.
AI for Mere Mortals
Better AI Means More Ambitious Work, Not Just Faster Work
When AI coding tools step up a generation the surprise isn't that people get the same work done faster. It's that they take on bigger projects.
AI for Mere Mortals
Why AI Hasn't Replaced Human Experts (Yet)
Two years into the AI-coding boom, hard questions to humans have doubled and 75% of devs verify with a person. What that means for everyone else.
Smart Home 101
Best AI Tools for Solo Developers UK 2026
AI coding tools for solo developers in 2026: Claude Code, Cursor, Aider, Continue, GitHub Copilot. Pricing, when to pick each, terminal vs IDE.
Smart Home 101
Best Smart Radiator Valves UK 2026: 6 TRVs Compared
Smart TRVs compared for UK homes in 2026 - Tado V3+, Drayton Wiser, Hive, AVM FRITZ!DECT, Aqara E1 and Eve Thermo on subscriptions, integration and cost.
Smart Home 101
Matter Smoke and CO Detectors UK: Should You Buy One?
Matter has finally landed on smoke and CO alarms - but only one brand ships true Matter-over-Thread in the UK. Here is what works and what to avoid.
What is RAG? How AI Fetches Knowledge When You Need It
Retrieval-Augmented Generation explained: how AI tools like Perplexity, NotebookLM + Cursor actually find the right information at the right moment.
Laws of Software Engineering: A Reference Worth Bookmarking
Laws of Software Engineering catalogues 56 principles (Conway, Hyrum, Brooks, YAGNI, CAP...) shaping how systems and teams actually work. Worth bookmarking
Claude Context: Semantic Code Search for AI Coding Agents
Claude Context is an MCP plugin that gives Claude Code (and other AI agents) semantic search across your entire codebase. ~40% token savings. Review + setu
AI for Mere Mortals
Is AI Safe? An Honest, Non-Scary Guide for Beginners
Worried AI might steal your data, your job, or take over the world? An honest guide to which AI risks are real, which are overhyped, and how to stay safe.
AI for Mere Mortals
How to Make Your Pricing Page Readable by AI Agents
AI agents are starting to compare SaaS pricing for their users. Buffer's new machine-readable /pricing.md file shows where the web is heading.
AI for Mere Mortals
Claude Opus 4.7: What Changed, and Should You Care?
Anthropic's new Claude Opus 4.7 retook the top of the LLM benchmarks. Here's what actually changed for coders and what it means for a UK budget.
Everyday Tech
Best Password Manager UK 2026: 4 Compared
A research-led comparison of the four password managers worth considering in the UK in 2026 - Bitwarden, 1Password, NordPass and Proton Pass.
DIY Tech Projects
Is Unifi Worth It for Home? A Plain-English 2026 Guide
Is Unifi worth it for a normal household? A non-technical look at when Ubiquiti's prosumer gear makes sense versus eero, Asus, or your ISP router.
Smart Home 101
Pi-hole or AdGuard Home on a Unifi Network: No-Drama Setup
Two clean ways to point a Unifi network at a Pi-hole or AdGuard Home box - plus the IPv6 and guest-network gotchas that catch most people on the first try.
Smart Home 101
Unifi Protect Cameras: A Beginner's Buyer's Guide (UK 2026)
Pick the right Unifi Protect camera for your home: indoor vs outdoor, AI vs standard, what NVR you need, and what a complete setup actually costs.
Smart Home 101
Smart Home Shopping 2026: You Don't Have to Pick a Side
Matter and Thread mean most new smart-home devices now play nicely together. A plain-English UK shopping guide for 2026 - no ecosystem anxiety required.
Smart Home 101
Matter and OpenADR: Why Your Energy Bill May Soon Drop
The CSA and OpenADR Alliance are bringing grid-level demand response to Matter devices. What this means for UK homes and your energy bill.
Smart Home 101
Best Matter 1.5 Cameras UK 2026: Buyer's Guide
Best Matter 1.5 cameras for UK buyers in 2026 - Aqara Camera Hub G350 (first certified), Tapo upcoming, Xthings, plus ecosystem rollout timing.
Smart Home 101
AI Home Automation 2026: What Actually Works
Cloud LLMs, local Ollama, voice assistants - how AI plugs into Home Assistant in 2026, what genuinely works, and what's still marketing.
Smart Home 101
Smart Home Security: No Monthly Subscription Needed
Build a real smart home security system - cameras, sensors, smart locks and motion alerts - with zero monthly fees. Kit, costs and setup walkthrough.
AI for Mere Mortals
AI for Mere Mortals Part 1: What Is AI, Actually?
AI is everywhere - but what actually is it? A plain-English explanation of what artificial intelligence is, what it isn't, and why it matters now.
AI for Mere Mortals
AI for Mere Mortals Part 4: How to Spot AI Content
An honest, jargon-free guide to spotting AI-generated text, images and video - plus why most 'AI detector' tools don't actually work.
AI for Mere Mortals
How to Use AI to Learn Anything Faster (A Beginner's Guide)
Five concrete techniques for using ChatGPT as a personal tutor - Feynman explanations, ELI5 mode, study plans, self-quizzing and summaries.
AI for Mere Mortals
How to Use AI for Meal Planning, Budgeting and Daily Tasks
ChatGPT, Claude and Gemini aren't just for essays. How to use AI for meal plans, budgets, awkward emails, travel and home admin - with prompts to copy.
AI for Mere Mortals
20 Actually Useful Things to Ask ChatGPT (Beyond Essays)
ChatGPT can do far more than write essays. 20 practical, everyday uses - from energy bills to holiday planning - with the exact prompts to copy.
AI for Mere Mortals
Why Claude Code Works Better When You Delegate
Treating Claude Code as a delegated engineer changes how you brief tasks, batch questions and use auto mode. Here's the practical difference.
AI for Mere Mortals
Agent-Assisted PRs: How MLX-LM Gets New Models Faster
What agent-assisted PRs for mlx-lm mean for UK Mac users: faster new-model support in Ollama, LM Studio, and the wider Apple Silicon ML ecosystem.
Smart Home 101
Home Assistant Dashboard Setup: A No-YAML Guide
How to set up a Home Assistant dashboard that actually looks good - Lovelace visual editor, useful cards, organising views, and themes. No YAML required.
AI for Mere Mortals
AI for Mere Mortals Part 2: Getting Started with ChatGPT
Time to actually use AI. A no-jargon, step-by-step guide to ChatGPT - setting up, writing good prompts, and 10 genuinely useful things to try today.
Smart Home 101
Smart Home on a Budget: Everything You Need for Under £150
You don't need to spend hundreds on a smart home. A tested £150 starter kit covering voice control, doorbell, and smart plugs - plus what to skip.
DIY Tech Projects
Smart Home Routines That Save Money (UK 2026)
Time-of-use tariffs, smart plugs, scheduled heating: the routines that actually cut UK energy bills, plus realistic monthly savings.
Smart Home 101
Smart Home 101 Part 1: What Is a Smart Home?
A clear, jargon-free intro to smart homes: what they actually do, the kit you need to start, and the privacy trade-offs to think through.
AI for Mere Mortals
Context Rot: Why Long AI Sessions Get Worse, Not Better
Long ChatGPT and Claude Code sessions quietly degrade as the conversation grows - here is why, what real engineering teams do, and your fix.
Smart Home 101
Best Thread Border Routers UK 2026: Buyer's Guide
Best Thread Border Routers for UK Matter smart homes in 2026 - Apple TV 4K, HomePod Mini, Aqara M3, Nest Hub Max, SkyConnect, plus practical mesh advice.
Smart Home 101
SmartThings + Matter: What It Means If You Mix Brands
Samsung SmartThings is leaning further into Matter. A plain-English guide for UK homes mixing SmartThings with Apple, Google or Alexa.
Smart Home 101
Matter 1.5: What's New for UK Smart Home Users
Matter 1.5 added cameras, video doorbells, soil sensors, EV V2G charging and electricity-tariff support. What it actually means for UK buyers in 2026.
Smart Home 101
Smart Home Energy Saving: Tactics That Actually Cut Bills
Smart home energy saving tactics that actually move the needle on your bill - what to buy first, what to skip, and how much each upgrade really saves.
Why Context Engineering Beats Picking a Smarter Model
Two teams using the same AI model get wildly different results. The difference is context engineering: how you feed the model + structure its work.
AI for Mere Mortals
MCP Servers: Why Most Fail And What Works
A year after MCP shipped, most servers disappoint. The protocol works. The server you point your AI at probably doesn't. Here's why.
Smart Home 101
Getting Started with Home Assistant: A Beginner's Guide
Home Assistant is the most powerful smart home platform - and runs on an £80 mini-PC. Here's a plain-English setup guide with UK pricing.
AI for Mere Mortals
Building AI Agents That Survive Production
Most AI agents shipping today are held together with sellotape. Four architectural bets separate the production-ready ones from the prototypes.
Smart Home 101
Best Home Assistant Integrations & Add-ons UK 2026
The 12 Home Assistant integrations and add-ons that earn their place on a UK smart home in 2026 - Octopus, ESPHome, Mushroom, Z-Wave JS UI and more.
AI for Mere Mortals
How Claude Code Works: Inside Its Simple Agent Loop
Inside Claude Code deceptively simple while-loop architecture and the six open questions every AI agent builder still has to answer.
DIY Tech Projects
Home Assistant on a Raspberry Pi: Complete Setup Guide
Set up Home Assistant on a Raspberry Pi 5 from scratch - hardware picks, flashing HAOS, first boot, adding devices, and your first automation. UK pricing.
AI for Mere Mortals
Claude Code Workflows: What Works, What Wastes Time
A year in, the gap between people who get serious work done with Claude Code and people who fight it traces to a small set of habits.
AI for Mere Mortals
Skills vs Rules vs Commands: Which AI Tool When?
Claude Code gives you three ways to teach the agent something. They overlap. Picking the wrong one turns clean instructions into prompt soup.
AI for Mere Mortals
What Happens When AI Agents Start Paying for APIs?
Coinbase's Bazaar MCP lets AI agents pay per API call. Here's what it does, why it matters, and whether you should care today.
AI for Mere Mortals
Qwen 3.6: The Open-Source AI That Quietly Caught Up
Alibaba's Qwen 3.6 ships with 262K context, Apache 2.0, and serious coding chops. Here's what an open-weight model actually changes for you.
Smart Home 101
Octopus Energy + Home Assistant Integration UK 2026
Octopus Energy + Home Assistant integration UK 2026: BottlecapDave HACS install, Agile rates, EV dispatch automation, target-rate sensors, dashboards.
Smart Home 101
Home Assistant 2026.6 Beta: 4 Changes That Matter
Home Assistant 2026.6 beta adds Matter-over-Bluetooth, smart-lock PIN management, and a visual dashboard builder. Here's what's worth caring about.
AI for Mere Mortals
Evaluating AI Agent Reasoning: Vakra Benchmark Lessons
IBM's Vakra benchmark reveals how AI agents really fail (tool selection + multi-step planning). A plain-English checklist for evaluating your setup.
Smart Home 101
Matter 1.4: What's New for UK Smart Home Users
Matter 1.4 brings energy management, EV chargers, heat pumps and home batteries to the standard. What it means for UK smart homes in 2026.
Smart Home 101
What Is Matter and Why It Changes Smart Homes Forever
Matter is the new universal standard that makes smart home kit work together. Here's what it changes, what it doesn't, and why it matters.
Smart Home 101
AI Agent Workflow Patterns (2026): ReAct to Multi-Agent
AI agent workflow patterns explained: ReAct, plan-and-execute, reflection and multi-agent - what each does, when it fits, and how they fail in 2026.
AI for Normal People
Claude Code Patterns for Solo Developers 2026
Claude Code patterns for solo developers 2026: skills, sub-agents, plan documents, memory, MCP - workflow shape for small-team output.
Smart Home 101
Frigate NVR with Home Assistant + AI Detection (2026)
Frigate NVR with Home Assistant + AI detection (2026): install steps, Coral TPU setup, camera streams, AI object events, HA automation patterns.
Smart Home 101
Best Mesh WiFi for Smart Homes: 2026 Buyer's Guide
The cheap router that came with your broadband can't keep up with a smart home. Here's how to pick a mesh WiFi system that actually works.
Smart Home 101
Home Assistant 2026.5 Release: What It Means for You
Home Assistant 2026.5 lands with a maintenance dashboard, duration triggers, and native RF device support. Here's what actually changes for everyday users.
AI for Mere Mortals
Local LLM on Raspberry Pi 5: 2026 UK Practical Guide
Run a local LLM on a Raspberry Pi 5 with Ollama. UK guide: realistic benchmarks, power costs, hardware kits, and Home Assistant voice setup.
Smart Home 101
Ollama UK 2026 Setup Guide: Local LLM in 30 Minutes
Complete Ollama setup guide UK 2026 - install on Mac mini M4 or Linux mini PC, pull Llama 3.3 8B, connect to Home Assistant Assist. 30-minute walkthrough.
How Modern LLMs Learn New Skills Without Forgetting Old Ones
The big shift in 2026 is that AI models can pick up new capabilities without being retrained from scratch. Here's how that actually works.
Smart Home 101
Local-First Smart Home: Privacy Without the Compromise
Which controllers and protocols stay local in 2026, how Matter-over-Thread changes the game, and where the cloud quietly creeps back in.
Smart Home 101
Smart Home 101 Part 2: Choosing Your Smart Home Platform
Alexa, Google Home, Apple Home or Home Assistant? An honest guide to picking the smart home platform that fits your kit, comfort and budget.
Everyday Tech
How to Secure Your Home Wi-Fi in 10 Minutes
Six dead-simple steps to lock down your home network before your next cup of tea goes cold. No networking degree required.
DIY Tech Projects
Unifi Setup for Beginners: A No-CLI 2026 Walkthrough
Step-by-step Unifi network setup for beginners - adopt your gateway, configure Wi-Fi and a guest network, all from the mobile app. No CLI required.
Everyday Tech
5 Things Your Smart Speaker Can Do That You Don't Know
Asked for the weather, played a song - that's the surface. Five genuinely useful smart speaker features most people never discover, with set-up steps.
Smart Home 101
25 Home Assistant Automation Examples for Beginners
25 Home Assistant automation examples - lighting, climate, security, energy, convenience. Trigger/condition/action plus YAML for every one.
DIY Tech Projects
Home Assistant Add-ons in 2026: The 12 Most Useful
The 12 most useful Home Assistant add-ons in 2026: what each does, how to read the security rating, and the add-on vs HACS vs integration choice.
DIY Tech Projects
Raspberry Pi Home Server: Weekend Build Guide
Build a Raspberry Pi home server in a weekend - Pi-hole, NAS, Jellyfin, and a VPN, all on £100-130 of hardware. Beginner-friendly step-by-step.
DIY Tech Projects
Unifi for Smart Homes: Why Network Quality Matters
How a quality network like Unifi keeps Matter, Thread, and Zigbee devices stable - AP placement, VLANs for IoT, and the multicast settings that matter.
Alexa+ Is Now Public Beta: What's Different + What to Expect
Amazon's AI-powered Alexa+ is now in free early access. Pricing, what's actually changed since classic Alexa, and whether it's worth it.
Smart Home 101
Eero vs UniFi Dream Router: Which Fits Your Home?
Eero's mesh simplicity or the UniFi Dream Router's prosumer control? Compare setup, performance, price, and which suits your home.
Smart Home 101
Best Smart Energy Monitor UK 2026
Best smart energy monitor UK 2026 buyer's guide. Hildebrand Glow IHD vs Bright app vs Tapo P110 smart plug vs Smart Me. By approach + smart-home use case.
Smart Home 101
Smart Home When the Internet Goes Down
Which smart home devices keep working when your internet drops, which silently brick, and how to build a setup that survives outages.
Smart Home 101
Best Mini PCs for Local LLM UK 2026: 6 Top Picks
Best mini PCs for running local LLMs (Ollama, Llama 3.3) in the UK 2026 - Mac mini M4, Beelink SER8, Minisforum HX99G, Geekom AX8 Pro picks compared.
AI for Mere Mortals
GLM-4.7-Flash: Run a 30B Coding Model Locally
GLM-4.7-Flash is a 30B MoE model with an MIT licence that runs on 24GB of memory. What it is good at, how to run it locally, and who it suits.
CraftBot: A Self-Hosted AI Agent That Builds Its Own Tools
CraftBot is a self-hosted AI agent that builds custom SaaS tools while using them to automate tasks. Open-source, multi-LLM support, runs locally. Review +
Smart Home 101
Cloud LLM vs Local LLM Smart Home: Cost + Privacy
Cloud LLM vs local LLM for smart home in 2026 - £5-15/month cloud vs £700-1000 GPU + £4-12/month local. Detailed cost, privacy, and capability comparison.
AI for Normal People
mviz: Turn JSON Into Polished Reports with Claude
mviz turns a compact JSON spec into a polished HTML or PDF report through Claude - no dashboards, no infrastructure. Here is how it works and who it suits.
Smart Home 101
Home Assistant: Beginner to Advanced in 6 Months
A 6-month Home Assistant roadmap: install and basics, automations, add-ons, Node-RED, voice and finally multi-room Matter - one realistic step at a time.
Smart Home 101
Matter vs Thread vs Zigbee (2026): Explained Simply
Matter vs Thread vs Zigbee, finally explained: they aren't rivals. Matter is the language, Thread and Zigbee are the roads - and which you need in 2026.
Smart Home 101
Best Smart Blinds UK 2026: Buying Guide + Top Picks
Best smart blinds UK 2026: SwitchBot, Aqara, Eve MotionBlinds, IKEA Fyrtur. Retrofit vs full motorised, Matter, costs.
AI for Normal People
Claude Code Skills and Agent Patterns 2026: A Deep Dive
Claude Code skills + agent patterns 2026: skill-based extensibility, sub-agent orchestration, parallel work, planning skills, MCP integration.
AI for Normal People
When Google's AI Overview Gets Your Business Wrong
Google's AI Overview can confidently show wrong contact details and misdirect customers. Why it happens and how to protect your business.
AI for Normal People
What If AI Is Really Good but Not That Disruptive?
AI is a genuinely useful productivity tool, yet its real-world impact looks slower and more boring than the hype. Here is why that is the bullish case.
Smart Home 101
Home Assistant Energy Dashboard for UK SMETS2 Meters
Connect your UK SMETS2 smart meter to Home Assistant's Energy dashboard - n3rgy, Hildebrand Glow, and Octopus integrations compared step by step.
Smart Home 101
Local LLM for Smart Home UK 2026: The Privacy-First Setup
Local LLM (Ollama + Whisper + Piper) for Home Assistant 2026. Hardware from £100 Pi 5 to £250 Mini PC sweet spot. Privacy, latency, vs cloud.
AI for Mere Mortals
Self-Hosting AI on Apple Silicon (M4, 2026)
How to run local AI on an Apple Silicon Mac in 2026: how much RAM you need, which chip to buy, MLX vs llama.cpp, and an Ollama plus Open WebUI setup.
AI for Mere Mortals
Why AI Coding Tools Struggle with Frontend Work
AI assistants are brilliant at scaffolding boilerplate but fall over on custom layouts and accessibility. Here's why, and how to brief them better.
AI for Mere Mortals
Why Your AI Refactor Tool Should Run in a Sandbox
OpenAI's cookbook shows AI agents migrating code inside throwaway sandboxes, with auditable patches. Here's the pattern and why it's spreading.
AI for Mere Mortals
What Actually Happens Inside Claude Code or Cursor
How AI coding agents actually work under the hood - explaining the agent loop, prompt caching and context compaction with practical takeaways.
AI for Mere Mortals
What Is Pass@k? Why AI Benchmarks Mislead Users
Pass@k is the metric AI labs use to make code-writing AIs look great. Here's why the score you see is more forgiving than you'll ever be.
AI for Mere Mortals
LLM Eval Frameworks 2026: Which One to Use
A practical look at LLM eval tooling in 2026: what LangSmith, Phoenix and Braintrust do best, when you outgrow a hosted tool, and when to build custom.
AI for Mere Mortals
MCP Server Design: Patterns That Work in 2026
How to design an MCP server an AI agent can actually use: tool schemas, error semantics, auth, granularity and performance patterns for 2026.
AI for Mere Mortals
RAG vs Fine-Tuning vs Long Context: 2026 Guide
RAG, fine-tuning or long context? A 2026 decision guide: when each wins, what they really cost, and why million-token windows changed the trade-off.
AI for Mere Mortals
Context Engineering for AI Agents: Practical Patterns
How to engineer an AI agent's context: instructions, tools, examples, memory and retrieval - and how the rules change from 1k to 1M tokens.
Smart Home 101
Frigate NVR on Home Assistant: beginner's setup guide (2026)
Frigate adds real local-AI camera analytics to Home Assistant - person, car, package detection, all on your own hardware. Step-by-step UK setup guide.
Smart Home 101
Do You Need a Smart Home Hub? A Plain-English Guide
Do you actually need a smart home hub in 2026? A plain-English guide to who needs one, who doesn't, and the cheapest hub that quietly works.
Everyday Tech
Why Good Error Messages Are A Hidden Productivity Win
Most software ships with error messages that tell you something failed and nothing else. The teams that fix this quietly out-ship the ones that don't.
AI for Mere Mortals
Are We All Building the Same Digital Assistant?
Tech companies and indie builders are converging on the same AI-assistant shape. Here's what that future looks like and what's already real.
AI for Mere Mortals
What Is Agentic Engine Optimization (AEO)? Plain English
AEO is the discipline of writing pages so AI agents can read them well. A plain-English explainer of what it is and what to actually do.
AI for Mere Mortals
When AI Writes the Code: Probabilistic Engineering
AI now writes huge slabs of software. Validation, not generation, is the new bottleneck - and that quiet shift changes how trust gets built.
AI for Mere Mortals
Why ChatGPT Cites Your Page (or Doesn't): 1.4M Prompts
An Ahrefs analysis of 1.4M ChatGPT prompts shows what actually wins citations - and why Reddit's huge presence rarely earns credit.
AI for Mere Mortals
Why 'price per million tokens' lies about your AI bill
The sticker price on AI APIs hides a sneaky multiplier. Here's how tokenizer efficiency quietly inflates real bills, and how to compare like for like.
AI for Normal People
Claude's New Constitution: What It Means For Users
Anthropic just published the values document that shapes Claude's responses. Here's what changes for the people actually using it.
AI for Mere Mortals
What biases AI shopping agents to pick your products?
Yale and Columbia researchers ran AI shopping agents through thousands of buying scenarios. The biases they found are stranger than you'd expect.
AI for Mere Mortals
Why Your AI Coding Tool Feels Different Week to Week
Your AI coding assistant didn't get worse overnight. Six hidden levers can change how it behaves while the underlying model stays the same.
AI for Mere Mortals
Windsurf 2.0: What the Agent Command Center Means
Windsurf 2.0 introduces a control panel for juggling local and cloud coding agents. Most features are paid; the design tells you what's coming.
AI for Mere Mortals
Cloudflare's Agent Readiness Score Explained
Cloudflare's isitagentready.com scores sites across 4 dimensions for AI-agent compatibility. What each checks and the small-site fixes that matter.
ChatGPT's Superapp Pivot: What OpenAI's 2026 Overhaul Means
OpenAI is rebuilding ChatGPT into a business-focused superapp with AI agents, payment-in-chat and a developer SDK. What changes for normal users.
How to Tell If Your AI Is Actually Right (As a Normal User)
AI sounds confident even when wrong. Practical ways for non-experts to spot bad AI answers + check accuracy without becoming an evaluator.
When AI-Written Messages Backfire: A 2026 Guide
New research shows AI-written emotional messages can cut brand recommendation by 24.6%. When to use AI in writing + when to keep it human.
Smart Home 101
Whole-Home Energy Monitoring UK 2026: What Actually Works
UK whole-home energy monitor roundup 2026. Hildebrand Glow, Shelly EM, Shelly Pro 3EM, IAMMETER, OpenEnergyMonitor. Why Tibber + Sense fail here.
Smart Home 101
Unifi Express + USW Lite 8 Setup: Smart Home Network
Unifi Express + USW Lite 8 home network setup guide for UK smart-home households 2026 - £225 entry kit, full UniFi controller, VLANs, IoT isolation.
Smart Home 101
HEMS for UK Home Automation 2026: What It Saves
Home Energy Management Systems for UK households in 2026. Heat pump + EV + solar + Octopus dynamic tariffs via Home Assistant or Loop.
AI for Mere Mortals
AI for Mere Mortals Part 3: How to Write Better Prompts
Why your AI answers feel generic and how to fix them. Four ingredients of a good prompt, iteration patterns that work, and the common mistakes to avoid.
AI for Mere Mortals
Why Your AI Keeps Forgetting Things
AI memory looks like database lookup but it isn't. The five failure modes - decay, contradiction, confidence - that make AI forget what you told it.
AI for Mere Mortals
What Is Cloudflare Browser Run? A Plain-English Guide
Cloudflare's new hosted-browser API lets AI agents drive a real browser at the edge. Here's what it does, who needs it, and what it costs.
AI for Mere Mortals
What AI Says About Your Brand (And How to Fix It)
AI answers about your brand are shaped by third-party sources you don't control. Here's how to audit yours and start influencing the public record.
AI for Mere Mortals
Ternary Bonsai: AI That Runs on Your iPhone
A new family of AI models uses 1.58-bit weights to fit an 8B model in 1.75 GB. It actually runs on a phone. Here's how, and where it falls short.
AI for Mere Mortals
Google Chrome AI Skills: Worth the Hype (UK 2026)
Google added saved AI prompts (Skills) to Chrome - what they do, why UK readers cannot use them yet, and whether to bother.
AI for Mere Mortals
GenericAgent: When an AI Builds Its Own Repo From Scratch
GenericAgent is a 3K-line open-source agent that gives an LLM full computer control - and built its own GitHub repo without human help.
AI for Mere Mortals
Generating Unit Tests with AI: What Works, What Doesn't
AI coding assistants can churn out unit tests in minutes, but the shallow ones give you a false sense of confidence. Here's how to do it well.
AI for Mere Mortals
Cloudflare Agents Week 2026: the bits that matter
Cloudflare's Agents Week 2026 shipped a small mountain of agent-building toys. Here's what actually changes for a UK developer building AI agents.
AI for Mere Mortals
Claude Design: Anthropic's Take on Design AI
Anthropic shipped Claude Design for mockups, decks and prototypes by non-designers. Here's what it does, who it's for, and what it isn't.
AI for Mere Mortals
What Chrome's New AI Side-by-Side View Actually Does
Google's Chrome AI Mode now opens search results next to the AI's answer. Here's what it does, who can use it, and how it changes browsing.
AI for Mere Mortals
The 'Caveman' Trick That Cuts AI Costs by 75%
Strip vowels and articles from your prompts and AI APIs cost a quarter as much. Does it actually work, and should you use it?
Smart Home 101
Homebridge 2.0: Matter Support and What It Means For You
Homebridge 2.0 ships with Matter support - non-HomeKit devices into Apple Home, plus broader reach to robot vacuums. Here's what's actually different.
Smart Home 101
Which Matter Smart Plugs Show Your Energy Use? (UK 2026)
Not every Matter smart plug actually reports energy. Here is which UK 13A models do, what the readings mean, and what your hub needs to show them.
Smart Home 101
Best Video Doorbells Without a Subscription in 2026
Video doorbells with local storage and no monthly fees - Reolink, Amcrest, Aqara, Eufy and Tapo - what to buy in 2026 and which features stay free.