Architecture / Performance2026
Geospatial job search
Evolving map-based search from a process-local spatial index toward database-backed viewport queries.
- Scope
- Backend / PostgreSQL / API / performance
- Problem
- Warm-up dependencies and inefficient geographic reads.
- Outcome
- A simpler path to viewport queries and measurable database plans.
Read engineering note →Mobile / Quality2026
React Native test architecture
Defining reliable runner boundaries for pure logic and rendered native components in a large Expo workspace.
- System
- Vitest / Jest / MSW / Expo
- Focus
- Representative providers, mocks and native behavior.
- Outcome
- Tests execute in the environment their code actually needs.
Agents / Infrastructure2026
Durable agent infrastructure
Deterministic execution around compaction, tool gateways, repository indexes and recoverable worker checkpoints.
- Scope
- Systems / TypeScript / evaluation
- Decision
- Make state explicit, revisioned and recoverable.
- Outcome
- Safer retries and stronger recovery under weak-model conditions.
Read engineering note →