alexander campos

# Alexander Campos Independent researcher and engineer. Builds local-first cognitive infrastructure. ## What I Build ForgeFrame: Memory for AI agents that works more like human memory than a database. Things you come back to strengthen. Things you ignore fade. Some things - principles, voice - never decay. Runs locally. MCP-native. Reframed: Resume analysis platform that preserves your voice instead of replacing it with recruiter-speak. Voice fingerprinting, multi-reader semantic analysis, streaming AI. Live at reframed.works. Distillery: Share a link from your phone. Your laptop reads it through your own recorded principles and tells you what's actually new - not just what resonates, but what you haven't seen before. What passes the filter writes back to memory. Orellana Tools: A QuickBooks MCP server and bilingual proposal generator built for a landscaping business in Woodbridge, VA. Two tools - create an invoice from field notes, record a check payment - both confirm before they write. Demo-stage, built delegation-safe from the first line. Alerts route through Poke. Deuce: A calibration-first pricing instrument for tennis prediction markets. It prices fair value, then signs each forecast to a tamper-evident ledger before the market resolves. Paper-mode. The signed ledger is the product, not a profit claim. Alerts route through Poke. ## Writing On Observation and Identity Modeling (Part I): How systems build models of the people who use them, and what happens when the model starts shaping the person. On Observation and Identity Modeling (Part II), Where the Difference Is Stored: How the loop became measurable. The mechanism of self-modeling is now documented in three substrates by three different methods. What each of us has to put on the other side of it. ## Glossary Plain-language definitions for the technical terms used across the writing and projects. Available at /glossary. Covers neuroscience (default mode network, BOLD signal, fMRI), machine lea

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