Case Study · Feb 2025
Shipping a resilient retrieval pipeline in 10 days
How we stabilized a noisy product feed and unlocked reliable context for a multi-market assistant.
Read more →Lakeshore Notebook
Dispatches on shipping dependable AI systems, tuning product operations, and the craft decisions that keep releases steady. We publish when there's something meaningful to share.
How we stabilized a noisy product feed and unlocked reliable context for a multi-market assistant.
Read more →A practical checklist for measuring LLM performance in production without slowing your roadmap.
Read more →We turned a days-long publishing process into minutes with simple guardrails and fast feedback.
Read more →Benchmarks, baselines, and the qualitative insights that catch failure modes early.
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