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Notes on measurement, analytical systems, agentic workflows and the datasets I go and pull myself.

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  • Pallas Ads: Read the Change Before You Act on It

    An account's cost per click can rise while every campaign gets cheaper. How Pallas separates what changed from why, keeps the counting in tested code and ties ad metrics back to business value.

    19 October 2026 · 6 min read

    • ad analytics
    • agents
    • llm
    Hypothetical two-campaign example: both campaign CPCs fall, but the higher-CPC Campaign B's click share rises from 10% to 50%, lifting account CPC from $0.650 to $1.175. Campaign A is grey; Campaign B is blue.
  • More Than Prompting

    SKILL.md turns a prompt into an operational protocol. What that looks like in advertising analytics, where a fluent answer built on the wrong metric is worse than no answer at all.

    17 February 2026 · 4 min read

    • agents
    • skill design
    • ad analytics
    • llm
    Sequence diagram of the analysis skill, with lanes for the user, the agent, the insights skill runtime and the ads data backend, divided into phases for forming the query, validating and executing it, and interpreting the result.
  • My 2025 with ChatGPT: What a "Year in Review" Doesn't Show

    I exported a full year of ChatGPT history and analysed it. The conversation tree holds more than the official recap shows — including three different URL fields that reveal how retrieved sources actually reach an answer.

    30 December 2025 · 3 min read

    • data analysis
    • llm
    • personal analytics
    Tree diagram of the exported conversation JSON, branching from the root object into title, conversation_id, mapping, timestamps and current_node, then down through node, message, content and metadata fields.

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