Lightweight Spring Boot monitoring.
Turn Actuator health and metrics into a focused self-hosted dashboard with local history. Quarkus is also supported.
- One lightweight Go binary
- Local SQLite storage
- No Prometheus or Grafana required
Small tools for real engineering problems
PVR Labs builds practical, lightweight tools for developers. StatLite simplifies application monitoring, AI Badger brings focused repository context to the AI you choose, and we also take on difficult Java performance problems.
Explore our tools Java performance consultingTools from PVR Labs
Lightweight developer and operations tools built for real software.
Review code with any AI, without connecting your repository.
AI Badger prepares focused code and Git context locally for any AI chat. Use it from the command line or VS Code without connecting your repository to an AI provider.
- Local-first repository context
- Works with any AI
- CLI and VS Code workflows
ScriptellaETL
Move data with the languages you already use.
Build lightweight ETL and data migration workflows using SQL, XML, Java, and scripting languages without a heavyweight data platform.
- SQL-first data pipelines
- Lightweight and embeddable
- Free and open source
Java Performance Consulting
PVR Labs also works with teams on difficult production problems across Java, the JVM, JDBC, transactions, and databases.
Latency, CPU, and Throughput
Trace slow requests, hot paths, wasted work, and throughput collapse under production load.
Memory, GC, and Concurrency
Diagnose leaks, allocation pressure, long pauses, blocked threads, and resource contention.
JDBC, Transactions, and Databases
Find connection exhaustion, lock waits, slow queries, and database-side bottlenecks.
About PVR Labs
PVR Labs is a small engineering lab building practical software, including StatLite and AI Badger. Founded and led by Ted Kupolov, PVR Labs draws on engineering experience at Google, Apple, and ServiceNow, including work with large-scale production Java and database systems.
That production engineering background informs both the products and PVR Labs’ focused Java performance consulting practice. Ted is also the creator of Scriptella ETL, part of the lab’s longer history of building useful open-source software.
Located in the San Diego area and serving clients globally, PVR Labs builds software and helps teams make complex systems faster, clearer, and easier to work with.
- > Deep Expertise
- > Data-Driven Approach
- > Collaborative Partnership
- > Measurable Results
Talk with PVR Labs
Reach out about StatLite, AI Badger, developer tooling, or a difficult Java performance problem.