Blog
Notes from
the build.
Practical guides on software, applied AI, automation, and search — written from the projects we ship, not from theory.
Automate / 5 min read
RPA vs API integration vs AI agents: how to choose the right automation
APIs move data, RPA clicks through screens, AI agents handle judgement. Most real workflows need a mix — here is how to decide which layer does what.
Web & SEO / 4 min read
Generative engine optimization (GEO): how to get your site cited by ChatGPT, Perplexity, and Google AI Overviews
AI search engines don't rank pages — they cite sources. A technical and editorial checklist for becoming one of them.
Software development / 4 min read
How to scope an AI MVP you can ship in 8 weeks
Most AI MVPs stall because the scope is too wide, not because the model is too weak. A practical way to cut an idea down to something you can launch.
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Software developmentAI implementationWorkflow automationRobotic Process AutomationSystem integrationsGovernment softwareMonthly retainersSoftware developmentAI implementationWorkflow automationRobotic Process AutomationSystem integrationsGovernment softwareMonthly retainers