The approval signature that could be spent twice
I built this project and wrote this article for the purposes of entering the Google Cloud "All Things Agentic" Hackathon 2026. My human approval gat…
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Vertex AI Grounding Cost Gap: Diagnosing the Missing $1300 on My Solo VM
Vertex AI Grounding Cost Gap: Diagnosing the Missing $1300 on My Solo VM Running a full AI product solo on a single small VM means every dollar coun…
Moving Beyond the Context Window: The Agentic Memory Architecture
I’ve spent a lot of time lately thinking about why some LLM agents feel "intelligent" while others just feel like chatbots with a slightly better pr…
Cooking an AI Campaign in 5 Minutes with Google Cloud AI APIs
About a month or so ago, during the Build with AI season, Google Developer Groups Johannesburg in South Africa hosted a build-a-thon with a concept…
Two Gates Are Closing on AI Web Scraping
Google narrowed developer access to its web-search tools in January, while Cloudflare documented broader controls for blocking or challenging AI cra…