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The Memory Architecture: How Tessera Remembers What Matters and Forgets What Does Not

by iqentity | Feb 22, 2024 | Development, Tessera

Human memory is not a database. It is a lossy, reconstructive, emotionally weighted system that prioritizes differently depending on context. The best moments of engineering Tessera have been the moments where I stopped trying to build a perfect recall system and...

Technical Remediation Patterns: What Twenty Years of Firefighting Taught the Machine

by iqentity | Feb 15, 2024 | Development, Tessera

I have been the person who gets called when things are broken for over two decades. Server failures, security breaches, botched migrations, ransomware incidents, infrastructure collapses. The pattern is always the same: something is on fire, the client is panicking,...

The Life Context Model: Why Personal and Professional Cannot Be Separate Systems

by iqentity | Feb 8, 2024 | Development, Tessera

Early in the design process, I considered building two separate systems: one for professional artifacts and one for personal. The professional system would handle technical remediation, client management, and business operations. The personal system would handle life...

Why Python: The Language Decision for a Decision Engine

by iqentity | Feb 7, 2024 | Development, Tessera

Every serious project starts with a language decision, and most teams make it by defaulting to whatever they already know. I am making this one deliberately because the choice has downstream consequences that compound. What Tessera Needs Tessera’s core function...

Ingestion at Scale: Teaching Tessera to Eat Twenty Years of My Life

by iqentity | Feb 1, 2024 | Development, Tessera

The retrieval architecture is only as good as the data behind it. For Tessera to work, it needs to ingest, parse, classify, and index twenty-three years of professional and personal artifacts. The volume is significant. The variety is worse. Emails in multiple...

The Agentic Layer: Why Retrieval Without Action Is Just a Better Search Engine

by iqentity | Jan 25, 2024 | Development, Tessera

A retrieval system that surfaces relevant information is useful. An agentic system that surfaces relevant information and then does something with it is transformative. The difference is the gap between a reference librarian and a chief of staff. Tessera is not a...
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