
Gleb worked extensively on the scylladb/scylladb repository, driving the transition to a raft-based topology and refactoring core distributed systems components for reliability and maintainability. He engineered host-ID-centric messaging, topology, and replication paths, replacing legacy IP-based logic to improve cluster consistency and scalability. Using C++ and Python, Gleb implemented robust concurrency controls, asynchronous event handling, and schema management, while enhancing observability and error handling throughout the stack. His work included deep code cleanup, migration of APIs to IDL, and the introduction of feature flags for safer rollouts. These efforts resulted in a more resilient, upgrade-friendly, and operationally clear codebase.
April 2026 focused on improving code readability and maintainability in scylladb/scylladb by aligning topology-state terminology with actual semantics. The internal function is_dead_state was renamed to is_left to reflect that a node has left the gossiper topology, with all references updated accordingly. This change reduces confusion around topology state checks and lays groundwork for safer future topology-related enhancements. Implemented as a targeted refactor with minimal surface area impact.
April 2026 focused on improving code readability and maintainability in scylladb/scylladb by aligning topology-state terminology with actual semantics. The internal function is_dead_state was renamed to is_left to reflect that a node has left the gossiper topology, with all references updated accordingly. This change reduces confusion around topology state checks and lays groundwork for safer future topology-related enhancements. Implemented as a targeted refactor with minimal surface area impact.
March 2026 Monthly Summary – scylladb/scylladb Key deliverables focused on deprecations, refactors, and raft-aligned topology improvements that reduce legacy paths, improve stability, and enhance maintainability while preserving business value and performance. Key impact areas: - Deprecation of obsolete features to simplify future code paths and reduce maintenance burden. - Refactored service level handling to remove legacy code paths and ensure synchronous updates, enabling more predictable per-service behavior. - Gossiper and raft topology alignment for correct node state checks and cleaner logs, improving cluster visibility and reliability. - Optimized shutdown flow with parallel notifications to accelerate graceful cluster shutdowns and reduce coordination overhead. - Cleaned up storage service interfaces and eliminated redundant checks to streamline raft-related field handling and coordination.
March 2026 Monthly Summary – scylladb/scylladb Key deliverables focused on deprecations, refactors, and raft-aligned topology improvements that reduce legacy paths, improve stability, and enhance maintainability while preserving business value and performance. Key impact areas: - Deprecation of obsolete features to simplify future code paths and reduce maintenance burden. - Refactored service level handling to remove legacy code paths and ensure synchronous updates, enabling more predictable per-service behavior. - Gossiper and raft topology alignment for correct node state checks and cleaner logs, improving cluster visibility and reliability. - Optimized shutdown flow with parallel notifications to accelerate graceful cluster shutdowns and reduce coordination overhead. - Cleaned up storage service interfaces and eliminated redundant checks to streamline raft-related field handling and coordination.
February 2026: Focused on completing the transition to an always-on Raft topology by removing the gossiper mode, simplifying topology checks, bootstrapping, and cleanup. This unifies the cluster under Raft, reduces configuration complexity, and eliminates legacy code paths.
February 2026: Focused on completing the transition to an always-on Raft topology by removing the gossiper mode, simplifying topology checks, bootstrapping, and cleanup. This unifies the cluster under Raft, reduces configuration complexity, and eliminates legacy code paths.
January 2026 monthly summary: Delivered raft-based topology management by deprecating legacy topology and enforcing raft mode across the cluster; added boot-time checks, disabled force-gossip-topology-changes, and removed obsolete raft upgrade code. Improved topology coordinator resilience during node replacement by ensuring pending operations complete with failure for replaced nodes and by skipping requests for nodes in the 'left' state during topology loading. Removed the upgrade path to group0 to simplify upgrade trajectories and retired the gossiper-based recovery approach; completed targeted test cleanup by removing deprecated consistent_cluster_management usage. These changes enhance reliability, reduce upgrade risk, and improve fault tolerance in production clusters. Key commits include: topology: disable force-gossip-topology-changes option (08268eee3ff6baac64eec615a519f6c995ceeede); storage_service: refuse to join a cluster in legacy mode (ed52d1a292633e9adfe26e9692438270199f54cf); group0: remove upgrade to group0 code (4a9cf687ccb52f8e50922f4f52a1ffca9bbae4fa); topology coordinator: complete pending operation for a replaced node (bee5f63cb62a22930efb8f2520cd9e7d03559082); test: get rid of consistent_cluster_management usage in test (9daa109d2c64336da10c551f528e546914169bfe).
January 2026 monthly summary: Delivered raft-based topology management by deprecating legacy topology and enforcing raft mode across the cluster; added boot-time checks, disabled force-gossip-topology-changes, and removed obsolete raft upgrade code. Improved topology coordinator resilience during node replacement by ensuring pending operations complete with failure for replaced nodes and by skipping requests for nodes in the 'left' state during topology loading. Removed the upgrade path to group0 to simplify upgrade trajectories and retired the gossiper-based recovery approach; completed targeted test cleanup by removing deprecated consistent_cluster_management usage. These changes enhance reliability, reduce upgrade risk, and improve fault tolerance in production clusters. Key commits include: topology: disable force-gossip-topology-changes option (08268eee3ff6baac64eec615a519f6c995ceeede); storage_service: refuse to join a cluster in legacy mode (ed52d1a292633e9adfe26e9692438270199f54cf); group0: remove upgrade to group0 code (4a9cf687ccb52f8e50922f4f52a1ffca9bbae4fa); topology coordinator: complete pending operation for a replaced node (bee5f63cb62a22930efb8f2520cd9e7d03559082); test: get rid of consistent_cluster_management usage in test (9daa109d2c64336da10c551f528e546914169bfe).
Monthly summary for 2025-12 focusing on scylladb/scylladb contributions. Highlights include raft liveness and topology reliability improvements, server_start regex support, flaky test reliability fixes, startup return code handling, and streaming rebuild session timing corrections. These changes improve cluster availability, reduce notification duplication, increase CI stability, and ensure correct startup semantics.
Monthly summary for 2025-12 focusing on scylladb/scylladb contributions. Highlights include raft liveness and topology reliability improvements, server_start regex support, flaky test reliability fixes, startup return code handling, and streaming rebuild session timing corrections. These changes improve cluster availability, reduce notification duplication, increase CI stability, and ensure correct startup semantics.
In November 2025, the scylladb/scylladb repository prioritized reliability, automated maintenance tooling, and correctness. Delivered enhancements improve cluster operability, observability, and safety for operators, with targeted cleanup workflows, clearer ban handling, corrected UUID generation, and resilient RPC behavior. The work advances operational efficiency, reduces manual toil, and strengthens interoperability and fault handling across the cluster.
In November 2025, the scylladb/scylladb repository prioritized reliability, automated maintenance tooling, and correctness. Delivered enhancements improve cluster operability, observability, and safety for operators, with targeted cleanup workflows, clearer ban handling, corrected UUID generation, and resilient RPC behavior. The work advances operational efficiency, reduces manual toil, and strengthens interoperability and fault handling across the cluster.
September 2025: Delivered core topology and schema enhancements for scylladb/scylladb, focusing on performance, configurability, and governance. Key features include removenode topology optimization using host IDs to eliminate IP-to-host-ID translations and improve removenode efficiency; a new keyspaces consistency option enabling eventual, global, or local consistency with validation to guard unsupported configurations; and an experimental feature flag for strongly-consistent-tables to control feature visibility and rollout. Impact includes reduced translation overhead in topology operations, greater configurability for cross-DC consistency, and safer, staged delivery of experimental features. Demonstrated skills in refactoring for efficiency, schema/configuration design, and feature-flag governance across topology, schema, and experimental features."
September 2025: Delivered core topology and schema enhancements for scylladb/scylladb, focusing on performance, configurability, and governance. Key features include removenode topology optimization using host IDs to eliminate IP-to-host-ID translations and improve removenode efficiency; a new keyspaces consistency option enabling eventual, global, or local consistency with validation to guard unsupported configurations; and an experimental feature flag for strongly-consistent-tables to control feature visibility and rollout. Impact includes reduced translation overhead in topology operations, greater configurability for cross-DC consistency, and safer, staged delivery of experimental features. Demonstrated skills in refactoring for efficiency, schema/configuration design, and feature-flag governance across topology, schema, and experimental features."
July 2025 — Topology reliability, migration safety, and internal performance refinements in scylladb/scylladb. Delivered enhanced visibility into topology operations, safer schema synchronization via assertions and context-aware checks, and targeted internal refactors to improve memory efficiency and async processing. These changes reduce deployment risk, improve test reliability, and support higher throughput with maintainable code paths.
July 2025 — Topology reliability, migration safety, and internal performance refinements in scylladb/scylladb. Delivered enhanced visibility into topology operations, safer schema synchronization via assertions and context-aware checks, and targeted internal refactors to improve memory efficiency and async processing. These changes reduce deployment risk, improve test reliability, and support higher throughput with maintainable code paths.
June 2025 focused on strengthening resilience and mixed-version support in the ScyllaDB codebase. Key features delivered and bugs fixed improved cluster startup reliability, coordination correctness, and repair behavior, delivering clear business value and reduced operational risk.
June 2025 focused on strengthening resilience and mixed-version support in the ScyllaDB codebase. Key features delivered and bugs fixed improved cluster startup reliability, coordination correctness, and repair behavior, delivering clear business value and reduced operational risk.
May 2025 monthly summary for scylladb/scylladb focusing on business value and technical achievements. Key features delivered: - Global topology coordination enhancements: enable parallel execution of global commands; store and track request_type for global/topology requests; improved handling of truncate operations and coordination waiting for existing requests to prevent redundant work. - Decommission flow improvement: ensure decommissioning node is non-voter before completing the operation. Major bugs fixed: - Gossip state consistency during IP address changes: fix gossiper ID-based checks and persistence to prevent processing stale entries after IP changes; switch to node IDs for local checks; preserve gossiper entries when IP updates occur; added a test reproducer for IP-change scenarios (#22777). Overall impact and accomplishments: - Improved stability and scalability of topology operations and IP-change resilience. - Reduced risk of stale state, faster parallel global command execution, and lower operational overhead during topology changes. - Expanded test coverage with a reproducer for IP-change scenarios, increasing reliability and confidence in deployments. Technologies/skills demonstrated: - Distributed systems design and topology coordination, persistence and state management, test development and reproducer creation, code maintenance for parallel global command execution.
May 2025 monthly summary for scylladb/scylladb focusing on business value and technical achievements. Key features delivered: - Global topology coordination enhancements: enable parallel execution of global commands; store and track request_type for global/topology requests; improved handling of truncate operations and coordination waiting for existing requests to prevent redundant work. - Decommission flow improvement: ensure decommissioning node is non-voter before completing the operation. Major bugs fixed: - Gossip state consistency during IP address changes: fix gossiper ID-based checks and persistence to prevent processing stale entries after IP changes; switch to node IDs for local checks; preserve gossiper entries when IP updates occur; added a test reproducer for IP-change scenarios (#22777). Overall impact and accomplishments: - Improved stability and scalability of topology operations and IP-change resilience. - Reduced risk of stale state, faster parallel global command execution, and lower operational overhead during topology changes. - Expanded test coverage with a reproducer for IP-change scenarios, increasing reliability and confidence in deployments. Technologies/skills demonstrated: - Distributed systems design and topology coordination, persistence and state management, test development and reproducer creation, code maintenance for parallel global command execution.
April 2025 performance summary for scylladb/scylladb focused on reliability, topology coordination, and upgrade readiness. Implemented a global topology request queue with a centralized completion mechanism via the topology_request table, enabling more predictable CDC generation and topology operations, improved error handling, tracing, and observability, and added a feature flag to control rollout. Fixed critical gossip protocol issues to ensure fresh state propagation and eliminate stale data, improving cluster consistency and reliability during normal operation and upgrades.
April 2025 performance summary for scylladb/scylladb focused on reliability, topology coordination, and upgrade readiness. Implemented a global topology request queue with a centralized completion mechanism via the topology_request table, enabling more predictable CDC generation and topology operations, improved error handling, tracing, and observability, and added a feature flag to control rollout. Fixed critical gossip protocol issues to ensure fresh state propagation and eliminate stale data, improving cluster consistency and reliability during normal operation and upgrades.
Monthly summary for 2025-03 focusing on engineering delivery, performance, and business value for scylladb/scylladb. Key features and fixes delivered this month include a major Gossiper redesign and a correctness fix in deserialization, with measurable impact on reliability and maintainability.
Monthly summary for 2025-03 focusing on engineering delivery, performance, and business value for scylladb/scylladb. Key features and fixes delivered this month include a major Gossiper redesign and a correctness fix in deserialization, with measurable impact on reliability and maintainability.
February 2025 (scylladb/scylladb) - Delivered a host-id based refactor and topology improvements across gossiper, messaging and storage, enhancing reliability, performance and observability for distributed messaging and topology management. Highlights include host_id propagation to core maps and endpoint subscribers; IP-change notifications in topology coordination; and robust safeguards around endpoint removal in raft topology, contributing to safer upgrades and reduced blast radius.
February 2025 (scylladb/scylladb) - Delivered a host-id based refactor and topology improvements across gossiper, messaging and storage, enhancing reliability, performance and observability for distributed messaging and topology management. Highlights include host_id propagation to core maps and endpoint subscribers; IP-change notifications in topology coordination; and robust safeguards around endpoint removal in raft topology, contributing to safer upgrades and reduced blast radius.
January 2025: Delivered a host_id-centric evolution of core ScyllaDB components, focused on correctness, reliability, and scalable topology management. Implemented key fixes in gossiper and topology coordination, advanced replication mapping with host_id-based logic, and reduced IP-based coupling across the stack. Enhanced logging, IP-to-ID translation mechanisms, and observability to support operations and future scaling. This provides a stronger foundation for multi-datacenter deployments, safer topology updates, and improved fault tolerance.
January 2025: Delivered a host_id-centric evolution of core ScyllaDB components, focused on correctness, reliability, and scalable topology management. Implemented key fixes in gossiper and topology coordination, advanced replication mapping with host_id-based logic, and reduced IP-based coupling across the stack. Enhanced logging, IP-to-ID translation mechanisms, and observability to support operations and future scaling. This provides a stronger foundation for multi-datacenter deployments, safer topology updates, and improved fault tolerance.
December 2024 monthly summary: This month delivered a sweeping migration to host-id based addressing across the ScyllaDB core, enabling IDL-driven streaming, robust topology handling, and raft-ready bootstrapping. The work focused on delivering high business value through improved reliability, scalability, and operational clarity by removing IP-based dependencies wherever feasible. Key highlights: - Streaming and IDL migration: moved streaming code to use host IDs and migrated streaming verbs to IDL, enabling stronger type-safety and future-proofing the streaming path (commits: 41a57ed2e8..., 92c2558a833b...). - Host ID usage and refactors across components: refactored storage_service, node_ops, hints, db/virtual_tables, and related areas to operate on host IDs instead of IPs (commits: 03c8ffa4..., 0d4d066f..., 4d7c05ad..., f685c7d0..., 8c85350d...). - Repair and Messaging IDL improvements with host-id repair mapping: moved repair verbs to IDL and updated mapping to use host IDs (commits: c095f63e..., bfee93c7..., ae821ba0...). - Gossiper enhancements: added get_unreachable_host_ids() and related host-id oriented changes; improvements around boot-time peer loading in raft mode (commit: 92815684...). - API/token_metadata mapping fix and topology/view fixes: do not rely on token_metadata for IP-to-id mappings in REST endpoints; fixes to topology checks and removal of unused fields (commits: 755ee9a2..., 844cb090..., 052e8934...). - Batch 2 host-ID addressing overhaul across storage_proxy, gossiper, endpoint resolution, replication/locator maps, topology coordination, and tests: comprehensive migration to host IDs (representative commits include: 448282dc..., b3f8b579..., f5fa4d97..., ed7ea1dc..., 5d4d9fd3..., 0c930199..., 38c13975..., fbfee966..., 6e6b2cfa..., 34a4144a..., 77f8abb1..., ca55d1e6..., c5f1dc62..., c39474cc..., c2e3d875...). - Additional reliability and cleanup work: do not send echo messages to self; avoid applying node old state; raft topology mode initialization before join_cluster; load raft peers on boot; prevent topology loading from mutating gossiper state; drop inet_address usage in tests and other cleanup (commits: 33680199..., e80355d3..., e318dfb8..., acbc667d..., 4fee8e0e...). Impact and business value: - Increased cluster reliability and scalability through host-ID based addressing, reducing IP churn risks and simplifying topology changes. - Improved operational safety with IDL-backed streaming/repair paths, raft boot-time peer loading, and more deterministic topology behavior. - Cleaner API surface by removing token_metadata/IP dependencies in REST and internal paths, enabling easier upgrades and future enhancements. Technologies and skills demonstrated: - IDL migration, host-id based addressing, and API cleanup. - Deep refactoring across core subsystems (storage_service, gossiper, topology, messaging, storage_proxy). - Raft integration considerations, robust bootstrap behavior, and test hygiene.
December 2024 monthly summary: This month delivered a sweeping migration to host-id based addressing across the ScyllaDB core, enabling IDL-driven streaming, robust topology handling, and raft-ready bootstrapping. The work focused on delivering high business value through improved reliability, scalability, and operational clarity by removing IP-based dependencies wherever feasible. Key highlights: - Streaming and IDL migration: moved streaming code to use host IDs and migrated streaming verbs to IDL, enabling stronger type-safety and future-proofing the streaming path (commits: 41a57ed2e8..., 92c2558a833b...). - Host ID usage and refactors across components: refactored storage_service, node_ops, hints, db/virtual_tables, and related areas to operate on host IDs instead of IPs (commits: 03c8ffa4..., 0d4d066f..., 4d7c05ad..., f685c7d0..., 8c85350d...). - Repair and Messaging IDL improvements with host-id repair mapping: moved repair verbs to IDL and updated mapping to use host IDs (commits: c095f63e..., bfee93c7..., ae821ba0...). - Gossiper enhancements: added get_unreachable_host_ids() and related host-id oriented changes; improvements around boot-time peer loading in raft mode (commit: 92815684...). - API/token_metadata mapping fix and topology/view fixes: do not rely on token_metadata for IP-to-id mappings in REST endpoints; fixes to topology checks and removal of unused fields (commits: 755ee9a2..., 844cb090..., 052e8934...). - Batch 2 host-ID addressing overhaul across storage_proxy, gossiper, endpoint resolution, replication/locator maps, topology coordination, and tests: comprehensive migration to host IDs (representative commits include: 448282dc..., b3f8b579..., f5fa4d97..., ed7ea1dc..., 5d4d9fd3..., 0c930199..., 38c13975..., fbfee966..., 6e6b2cfa..., 34a4144a..., 77f8abb1..., ca55d1e6..., c5f1dc62..., c39474cc..., c2e3d875...). - Additional reliability and cleanup work: do not send echo messages to self; avoid applying node old state; raft topology mode initialization before join_cluster; load raft peers on boot; prevent topology loading from mutating gossiper state; drop inet_address usage in tests and other cleanup (commits: 33680199..., e80355d3..., e318dfb8..., acbc667d..., 4fee8e0e...). Impact and business value: - Increased cluster reliability and scalability through host-ID based addressing, reducing IP churn risks and simplifying topology changes. - Improved operational safety with IDL-backed streaming/repair paths, raft boot-time peer loading, and more deterministic topology behavior. - Cleaner API surface by removing token_metadata/IP dependencies in REST and internal paths, enabling easier upgrades and future enhancements. Technologies and skills demonstrated: - IDL migration, host-id based addressing, and API cleanup. - Deep refactoring across core subsystems (storage_service, gossiper, topology, messaging, storage_proxy). - Raft integration considerations, robust bootstrap behavior, and test hygiene.
November 2024 saw a decisive shift to host-id centric architecture across the core ScyllaDB stack, delivering measurable improvements in topology stability, deployment simplicity, and consistency. Key refactors removed IP-centric logic, introduced host-id maps and propagation through messaging, gossip, storage, replication, and topology, and migrated raft coordination to host IDs. The result is cleaner, more scalable operation with clearer performance characteristics and reduced IP-based coupling.
November 2024 saw a decisive shift to host-id centric architecture across the core ScyllaDB stack, delivering measurable improvements in topology stability, deployment simplicity, and consistency. Key refactors removed IP-centric logic, introduced host-id maps and propagation through messaging, gossip, storage, replication, and topology, and migrated raft coordination to host IDs. The result is cleaner, more scalable operation with clearer performance characteristics and reduced IP-based coupling.
October 2024 monthly summary for scylladb/scylladb focused on delivering features that improve routing accuracy, gossip stability, and service decoupling, while driving concurrency improvements and code quality. Key work across the repository included IDL enhancements for host_id based routing, decoupling address_map from Raft in the service layer, and introducing a runtime-populated gossip address map. Gossiper-related work delivered co-routinized ack handling, lifecycle refactors, timing and loop optimizations (including 1-second timing and shard-0 failure_detector_loop), and extensive cleanup to reduce duplication. Messaging service received improvements to propagate destination host_id. A targeted bug fix corrected get_live_members logic to stabilize membership views. Business value: more reliable routing, lower operational overhead, and better scalability for larger clusters. Technologies/skills demonstrated include IDL code generation, concurrency and asynchronous path co-routining, refactoring for maintainability, use of the fmt library for time formatting, and performance tuning with timing adjustments and shard awareness.
October 2024 monthly summary for scylladb/scylladb focused on delivering features that improve routing accuracy, gossip stability, and service decoupling, while driving concurrency improvements and code quality. Key work across the repository included IDL enhancements for host_id based routing, decoupling address_map from Raft in the service layer, and introducing a runtime-populated gossip address map. Gossiper-related work delivered co-routinized ack handling, lifecycle refactors, timing and loop optimizations (including 1-second timing and shard-0 failure_detector_loop), and extensive cleanup to reduce duplication. Messaging service received improvements to propagate destination host_id. A targeted bug fix corrected get_live_members logic to stabilize membership views. Business value: more reliable routing, lower operational overhead, and better scalability for larger clusters. Technologies/skills demonstrated include IDL code generation, concurrency and asynchronous path co-routining, refactoring for maintainability, use of the fmt library for time formatting, and performance tuning with timing adjustments and shard awareness.
September 2024 monthly summary for scylladb/scylladb focused on enabling host-ID based message routing via a Gossip Address Map. Delivered Host ID Messaging with Gossip Address Map feature, coupling host identifiers with a gossip-based routing map to improve routing accuracy and scalability in distributed messaging paths. This work lays the foundation for more efficient inter-node communication and reduces routing ambiguity in high-traffic scenarios.
September 2024 monthly summary for scylladb/scylladb focused on enabling host-ID based message routing via a Gossip Address Map. Delivered Host ID Messaging with Gossip Address Map feature, coupling host identifiers with a gossip-based routing map to improve routing accuracy and scalability in distributed messaging paths. This work lays the foundation for more efficient inter-node communication and reduces routing ambiguity in high-traffic scenarios.
Concise monthly summary for 2024-08 focusing on business value and technical achievements across scylladb/scylladb: delivered a feature refactor to improve event handling in the storage service and fixed a topology race condition to ensure correct concurrency behavior, resulting in more reliable topology coordination and improved storage path performance.
Concise monthly summary for 2024-08 focusing on business value and technical achievements across scylladb/scylladb: delivered a feature refactor to improve event handling in the storage service and fixed a topology race condition to ensure correct concurrency behavior, resulting in more reliable topology coordination and improved storage path performance.

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