
Jack Waller developed and maintained core backend infrastructure for drift-labs, focusing on the dlob-server and keeper-bots-v2 repositories. Over nine months, he delivered features such as real-time order book aggregation, dynamic Redis routing, and robust CI/CD automation, using TypeScript, Node.js, and AWS Kinesis. Jack implemented environment-driven configuration, enhanced WebSocket streaming, and introduced observability improvements to support scalable, reliable data delivery. His work included refactoring for maintainability, integrating event-driven architectures, and strengthening deployment pipelines. By addressing both feature development and operational stability, Jack ensured production parity, reduced deployment friction, and enabled flexible, high-throughput systems for real-time trading applications.

Month: 2025-10 — Drift Labs: DLOB server delivered reliability improvements and sharpened observability, driving measurable business value through more predictable data delivery and faster issue triage.
Month: 2025-10 — Drift Labs: DLOB server delivered reliability improvements and sharpened observability, driving measurable business value through more predictable data delivery and faster issue triage.
Delivered real-time streaming and data delivery enhancements across drift-labs' server and protocol layers, with a focus on reliability, granularity, and multi-client compatibility. Implemented streaming capabilities for the DLOB server, granular WebSocket orderbook updates, and Laserstream-based program account subscriptions, while ensuring naming consistency and maintainability. A rollback was executed where Laserstream integration introduced stability concerns, with subsequent restorations of core reliability through targeted fixes.
Delivered real-time streaming and data delivery enhancements across drift-labs' server and protocol layers, with a focus on reliability, granularity, and multi-client compatibility. Implemented streaming capabilities for the DLOB server, granular WebSocket orderbook updates, and Laserstream-based program account subscriptions, while ensuring naming consistency and maintainability. A rollback was executed where Laserstream integration introduced stability concerns, with subsequent restorations of core reliability through targeted fixes.
August 2025 summary for drift-labs/keeper-bots-v2: Delivered core feature enhancements, reliability improvements, and observability upgrades that drive throughput, stability, and business value. Key work included refactoring JetProxyTxSender to support multiple submission endpoints, distribute transactions, switch to a single txSig, and improve error handling with Promise.any, complemented by timing instrumentation; introduced TxRecorder for PythCranker transaction metrics and enhanced logging of landed/sent slots and signatures for end-to-end traceability; boosted network performance and observability with HTTP/2, request pipelining via undici, DNS caching, OpenTelemetry instrumentation, and timing logs; and performed maintenance cleanup by removing the liquidator deployment to simplify CI. These changes collectively improve throughput, reduce latency, enable better diagnostics, and simplify maintenance.
August 2025 summary for drift-labs/keeper-bots-v2: Delivered core feature enhancements, reliability improvements, and observability upgrades that drive throughput, stability, and business value. Key work included refactoring JetProxyTxSender to support multiple submission endpoints, distribute transactions, switch to a single txSig, and improve error handling with Promise.any, complemented by timing instrumentation; introduced TxRecorder for PythCranker transaction metrics and enhanced logging of landed/sent slots and signatures for end-to-end traceability; boosted network performance and observability with HTTP/2, request pipelining via undici, DNS caching, OpenTelemetry instrumentation, and timing logs; and performed maintenance cleanup by removing the liquidator deployment to simplify CI. These changes collectively improve throughput, reduce latency, enable better diagnostics, and simplify maintenance.
July 2025 (2025-07) monthly summary for drift-labs/dlob-server: Focused on improving data accuracy and configurability, with two feature enhancements and groundwork for robust ignore-list handling. Emphasis on business value, reliability, and operability of the DLOB service.
July 2025 (2025-07) monthly summary for drift-labs/dlob-server: Focused on improving data accuracy and configurability, with two feature enhancements and groundwork for robust ignore-list handling. Emphasis on business value, reliability, and operability of the DLOB service.
June 2025 monthly summary for drift-labs/dlob-server. Delivered three major capabilities: 1) Aggregated Order Book Data and UI Visualization, enabling multi-level aggregation, grouped data exposure to UI via a dedicated HTML template, and WebSocket connectivity with bandwidth tracking to reduce UI data transfer. 2) DLOB Offload and L3 Snapshot Streaming, introducing an offload queue (AWS Kinesis) and throttling-enabled offloading of L3 snapshots, with refinements to throttle behavior to manage processing load. 3) Configurable Perpetual Markets Loading, making PERP_MARKETS_TO_LOAD configurable via an environment variable with a sensible default, enabling dynamic selection of perpetual markets to load. These changes deliver business value by lowering bandwidth and UI data transfer, enabling scalable streaming, and increasing operational flexibility for market loading. Key commits demonstrating these work include 6522990333754e1ff8e72cb3b137c502dca6f541; acc695052d78af35136bb07a50e64290ac896703; 1d722e167580e2bd0883cd7e2fb1d0e637f82c8f; 756812bbdcfdee01640f97c71fe85a70955e5263; 447eccbd50ebe846c16bb87c6de8df548b6c4182; f806d0c369a42bd43dde4805e1216024f6054539; a9bdf07cfa0e5406d6a02cae87c052260652b515.
June 2025 monthly summary for drift-labs/dlob-server. Delivered three major capabilities: 1) Aggregated Order Book Data and UI Visualization, enabling multi-level aggregation, grouped data exposure to UI via a dedicated HTML template, and WebSocket connectivity with bandwidth tracking to reduce UI data transfer. 2) DLOB Offload and L3 Snapshot Streaming, introducing an offload queue (AWS Kinesis) and throttling-enabled offloading of L3 snapshots, with refinements to throttle behavior to manage processing load. 3) Configurable Perpetual Markets Loading, making PERP_MARKETS_TO_LOAD configurable via an environment variable with a sensible default, enabling dynamic selection of perpetual markets to load. These changes deliver business value by lowering bandwidth and UI data transfer, enabling scalable streaming, and increasing operational flexibility for market loading. Key commits demonstrating these work include 6522990333754e1ff8e72cb3b137c502dca6f541; acc695052d78af35136bb07a50e64290ac896703; 1d722e167580e2bd0883cd7e2fb1d0e637f82c8f; 756812bbdcfdee01640f97c71fe85a70955e5263; 447eccbd50ebe846c16bb87c6de8df548b6c4182; f806d0c369a42bd43dde4805e1216024f6054539; a9bdf07cfa0e5406d6a02cae87c052260652b515.
May 2025 monthly summary for drift-labs/dlob-server focused on stabilizing the data pipeline for mainnet deployments and ensuring production parity. Delivered a non-functional alignment patch to drift-common to match mainnet configuration, and implemented robust safeguards for oracle data ingestion and batch processing without altering core application logic. Upgraded dependencies to improve stability and reliability of oracle data flows.
May 2025 monthly summary for drift-labs/dlob-server focused on stabilizing the data pipeline for mainnet deployments and ensuring production parity. Delivered a non-functional alignment patch to drift-common to match mainnet configuration, and implemented robust safeguards for oracle data ingestion and batch processing without altering core application logic. Upgraded dependencies to improve stability and reliability of oracle data flows.
January 2025 monthly summary for drift-labs/dlob-server: Implemented Build Toolchain Standardization by switching the project from Bun to Yarn, updated the Dockerfile to use Yarn for installations and builds, and aligned dependency versions to yarn.lock to ensure reproducible builds across development, CI, and production. This change reduces environment drift, improves build reliability, and accelerates onboarding for new contributors. No additional major features or critical bugs fixed this month.
January 2025 monthly summary for drift-labs/dlob-server: Implemented Build Toolchain Standardization by switching the project from Bun to Yarn, updated the Dockerfile to use Yarn for installations and builds, and aligned dependency versions to yarn.lock to ensure reproducible builds across development, CI, and production. This change reduces environment drift, improves build reliability, and accelerates onboarding for new contributors. No additional major features or critical bugs fixed this month.
December 2024 focused on strengthening deployment reliability, traceability, and developer velocity across drift-labs' core platforms. Key outcomes include end-to-end CI/CD automation for DLOB and KeeperBots workflows, improved Docker tagging for clarity, and on-demand deployment controls, all while enhancing data integrity in messaging and ensuring SDK-history-server alignment during updates. These efforts reduce deployment friction, enable faster delivery of business capabilities, and improve cross-team collaboration.
December 2024 focused on strengthening deployment reliability, traceability, and developer velocity across drift-labs' core platforms. Key outcomes include end-to-end CI/CD automation for DLOB and KeeperBots workflows, improved Docker tagging for clarity, and on-demand deployment controls, all while enhancing data integrity in messaging and ensuring SDK-history-server alignment during updates. These efforts reduce deployment friction, enable faster delivery of business capabilities, and improve cross-team collaboration.
Concise monthly summary for 2024-11 focusing on drift-labs/dlob-server infrastructure improvements and scalability. No major bugs reported this month; primary work consisted of refactoring and feature work to support dynamic Redis client configuration and environment-driven routing for Helius trades. The changes align with infrastructure migrations and enable faster adaptation to future Redis-based data paths.
Concise monthly summary for 2024-11 focusing on drift-labs/dlob-server infrastructure improvements and scalability. No major bugs reported this month; primary work consisted of refactoring and feature work to support dynamic Redis client configuration and environment-driven routing for Helius trades. The changes align with infrastructure migrations and enable faster adaptation to future Redis-based data paths.
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