Dropbox

How we used DSPy to turn AI evaluations into better responses in Dash chat

Improving the quality and relevance of responses in Dash chat by developing better evaluation mechanisms to measure and optimize LLM output.

ml-systems observability
3 min
Dropbox

Beyond code generation: rethinking engineering productivity in the age of AI agents

How to transition from code-generation AI tools that only assist engineers to autonomous agentic systems capable of executing complete, scoped engineering tasks independently.

microservices api-design
3 min
Dropbox

Introducing Nova, our internal platform for coding agents

Enabling engineers to run multiple concurrent coding sessions and integrating AI agents into automated internal workflows at scale.

microservices api-design
3 min
Dropbox

Improving storage efficiency in Magic Pocket, our immutable blob store

Dropbox needed to improve storage efficiency and resilience in Magic Pocket, their immutable blob store, when handling variable and changing workloads.

storage-systems observability
3 min
Dropbox

Reducing our monorepo size to improve developer velocity

Monorepo growth was causing increased build times, slower dependency resolution, and reduced developer velocity as the codebase expanded.

general observability
3 min