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Agents

Agents and applications I build, with code, design decisions, and working demonstrations.

Hermes homelab agent
Agent

Hermes homelab agent

A WhatsApp request, a reviewed plan, and a Docker-ready Proxmox container. Watch the build and an independent check of the result.

Hermes Agent · WhatsApp · Proxmox · Docker · Technitium

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JobMap
Agent

JobMap

Describe the work you want to do, explore matching job postings, and inspect the evidence behind Jev's relevance judgments.

Jev · Sentence embeddings · PostgreSQL · pgvector

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Star Wars embedding atlas
Agent

Star Wars embedding atlas

An interactive explorer for fifteen character descriptions, with similarity scores, projection views, and a way to test what changes when you remove their named relationships.

Sentence embeddings · E5-large-v2 · PCA · UMAP

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ReActReel
Agent

ReActReel

A movie and music search agent that turns a remembered line into a playable video, with the tool calls visible beside the result.

Next.js · FastAPI · Gemini · ReAct

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Masking before the agent handoff
Agent

Masking before the agent handoff

A database transfer workflow that masks customer fields before rows reach an agent or its mailbox.

Pi agents · TypeScript · PostgreSQL

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Mexico City transit assistant
Agent

Mexico City transit assistant

A conversational transit map that resolves places and asks a routing engine to calculate the journey.

Gemini · MCP · PostGIS · pgRouting

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Memo Ocho Bits
Agent

Memo Ocho Bits

An AI participant in a World Cup prediction pool, with saved forecasts and a leaderboard scored alongside human players.

Gemini · Discord · Python · PostgreSQL

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Investigating the Gulf oil spill
Agent

Investigating the Gulf oil spill

A geospatial investigation built to challenge the Mexican government’s account of the oil spill using vessel records, satellite layers, and dated statements.

React · MapLibre · Global Fishing Watch · Satellite imagery

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The blog as an MCP server
Agent

The blog as an MCP server

A public MCP endpoint that lets an assistant search the blog, browse its catalog, and retrieve complete articles.

FastAPI · MCP · PostgreSQL · Hybrid search

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