Insights
Field notes
Longer writing from the same mentors who grade your labs—no ghostwriters.
2025-08-12 · Amira Haddad
Designing evaluation sets when labels are noisy
How we triage label disagreements before they distort offline metrics for retrieval assistants.
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2025-06-03 · Elias Cho
Canary routing for vector index swaps
A field note from Vector Retrieval Production Patterns on staged traffic without doubling infra spend.
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2024-11-20 · Haneul Min
Notebook hygiene before you invite GPUs
Small habits that keep Neural Studio Foundations cohorts from debugging ghosts in shared images.
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2025-01-15 · Camille Dubois
When DAG simplicity beats clever parallelism
Pipeline Orchestration Forge graduates often arrive loving fan-out; here is when we say stop.
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2025-03-08 · Jonas Meier
Tool schemas as API design for assistants
From LLM Integration Studio: why your OpenAPI habits should gate prompt changes too.
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