Practical writing on cameras, AI and operations.
Working notes for the people actually running the cameras — construction, industrial, municipal, retail, hospitality.
How to search CCTV footage by object using AI
Stop scrubbing video. Here's how object search across CCTV footage actually works in 2026 — and how to set it up on cameras you already own.
How-toHow to turn RTSP cameras into a dashboard
A practical walkthrough for taking RTSP cameras and turning them into a single live + searchable dashboard, with no port forwarding or per-camera SaaS.
How-toHow to build a public webcam system
Resorts, cities and tourism boards: here's how to set up a real public webcam system, with embeddable snapshots, YouTube live and a rolling timelapse.
TechnicalHow construction timelapse actually works
Behind the scenes of automatic construction timelapse — how the daily MP4 gets built, what cameras work, and what owners actually want to see.
ComparisonBest alternatives to Verkada in 2026
A practical look at the strongest Verkada alternatives in 2026, who each one is for, and where each one stops being a good fit.
How-toHow to monitor remote sites without a VPN
Outbound-only architectures, cellular uplinks and edge nodes — how to get live and searchable visibility on remote sites without IT setup.
How-toHow to stream cameras to YouTube automatically
A step-by-step on getting an RTSP camera onto a 24/7 YouTube live stream, including stream keys, encoding settings and what breaks at 3am.
TechnicalLicense-plate recognition cameras, explained
How LPR actually works on cameras, what camera angle and lighting you need, and where it's realistic to deploy in 2026.
ComparisonFrigate vs cloud camera AI: a practical comparison
Frigate is a great open-source camera AI. When does cloud + edge architecture pull ahead, and when does Frigate alone do the job?
How-toHow to set up an RTSP camera without an NVR
You don't actually need an NVR. Here's how to capture, search and timelapse RTSP camera streams with a small edge node instead.
ComparisonAI camera software: a buyer's guide for 2026
A practical buyer's guide for AI camera software in 2026 — pricing models, lock-in patterns, and the questions to ask vendors.
IndustryChoosing a camera system for construction sites
What actually matters when choosing a camera system for construction sites — beyond resolution. Reliability, search, sharing, and total cost.
IndustryCamera system for oil and gas pads
Pad cameras need to survive cellular, weather and remoteness. Here's a practical architecture for oil and gas camera monitoring.
IndustryCamera system for municipal public works
How cities can extract more value from their existing camera infrastructure, without locking into a single vendor or replacing the network.
IndustryCamera system for farms and agriculture
Cameras + sensors + cellular = a real ag operations dashboard. A practical guide for camera systems on farms in 2026.
How-toHow to do license-plate recognition on existing cameras
You usually don't need a special LPR camera. Here's how to do plate recognition on the cameras you already have, and what affects accuracy.
TechnicalHow to search camera footage by natural language
Type "white truck after 6pm" and get the clip. How natural-language search across camera events actually works in production.
ComparisonPer-camera pricing vs flat-rate camera software
Per-camera SaaS sounds fair until you scale. A breakdown of when each pricing model actually saves you money.
IndustryPublic webcams vs marketing video for tourism
Why a real-time public webcam now outperforms polished marketing video for tourism, resorts and downtown destinations.
TechnicalEmbeddable camera snapshot URLs, explained
A stable image URL that auto-updates is the simplest way to put a live camera on a website. Here's how it works and where it goes.
How-toHow to document construction progress automatically
Daily timelapses, snapshot archives and AI motion logs — automatic ways to document construction progress for owners and lenders.
TechnicalCamera and sensor dashboards for operations
Most ops teams already have cameras and sensors in two different windows. A practical guide to merging them into one dashboard.
How-toHow to trigger automations from camera events
Open a gate on a recognized plate. Page on-call after hours. A practical look at no-code automations driven by camera events.
TechnicalRTSP vs ONVIF camera protocols, explained
A short, practical explanation of RTSP and ONVIF, what each one solves, and what you actually need to know when buying cameras.
How-toCamera coverage planning for jobsites
A no-nonsense guide to where to put cameras on a jobsite — gates, materials lay-down, tower cranes and lifecycle of the build.
How-toAfter-hours activity detection on cameras
A practical guide to setting up reliable after-hours activity alerts on existing RTSP cameras without false-alarm fatigue.
IndustryCamera system for multi-site retail
A practical architecture for multi-site retail camera analytics — per-store dashboards rolled up to HQ on flat-rate pricing.
TechnicalCamera retention policies, explained
How long should you keep camera footage? A practical look at retention policies, regulatory drivers and storage trade-offs.
How-toHow to future-proof your camera deployment
Cameras outlive the software stack. How to deploy cameras now in a way that keeps your options open in 2030.
ComparisonOperations cameras vs security cameras
Same hardware, different software. The difference between an operations camera platform and a traditional security camera system.