Víctor

Architect

Madrid Joined on Mar 12, 2026 https://micelclaw.com

Víctor

Mar 20

7º. Your AI agent is wasting 90% of its tokens on field names

#ai #architecture #llm #optimization

7 min read

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Víctor

Mar 19

6º. From JSON to compact: reducing API payloads 60% for LLM consumption

#api #ai #typescript #architecture

7 min read

Víctor

Mar 18

5º. Heat scoring: teaching your data to forget (gracefully)

#postgres #architecture #ai #search

7 min read

Víctor

Mar 18

4º. Building a personal knowledge graph with just PostgreSQL (no Neo4j needed)

#postgres #database #knowledgegraph #architecture

9 min read

Víctor

Mar 14

3º. Entity extraction with a 2B model: benchmarks from a personal knowledge graph

#ai #nlp #ollama #selfhosted

8 min read

Víctor

Mar 14

2º. The 4-slot hook pipeline: how every CRUD operation feeds four systems at once

#architecture #postgres #typescript #ai

7 min read

Víctor

Mar 13

1º. 137 migrations and counting: building a personal OS schema from scratch

#postgres #database #architecture #selfhosted

6 min read

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Víctor

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7º. Your AI agent is wasting 90% of its tokens on field names

Want to connect with Víctor?

6º. From JSON to compact: reducing API payloads 60% for LLM consumption

5º. Heat scoring: teaching your data to forget (gracefully)

4º. Building a personal knowledge graph with just PostgreSQL (no Neo4j needed)

3º. Entity extraction with a 2B model: benchmarks from a personal knowledge graph

2º. The 4-slot hook pipeline: how every CRUD operation feeds four systems at once

1º. 137 migrations and counting: building a personal OS schema from scratch