June 2026: Delivered a Rust-based storage backend with a unified storage bridge, migrating core SQL drivers/migrations from TypeScript to Rust, enabling a single, pluggable storage layer with improved cross-dialect handling, error resilience, and embedding/session performance. Implemented dialect detection and migrations runner, refactored storage manager for safety and cross-language compatibility, and enhanced batch write retry, deterministic reads, and robust shutdown semantics. Security patching and tooling upgrades (esbuild/Vite/Vitest) with a Node.js minimum version bump to strengthen security and tooling alignment. Overall impact includes faster, safer storage operations across Memori, reduced maintenance overhead, and improved observability across multi-dialect deployments.

May 2026 monthly summary for GibsonAI/Memori and MemoriLabs/Memori. Focused on delivering onboarding improvements, memory tooling, and stability across the platform. Key outcomes include new user onboarding capabilities, expanded OpenClaw tooling for Memori, and substantial infrastructure and docs modernization that align with business needs for reliability and faster time-to-value. The month also advanced advanced memory tooling and context restoration capabilities, setting the stage for improved agent performance and cost management.

April 2026 (2026-04) performance summary for MemoriLabs/Memori. Business value revolved around stronger durability, scalability, and developer experience through a native Rust engine, BYODB storage, and broader OpenClaw integration, enabling faster time-to-value across multi-database configurations and more reliable memory recall. Key features delivered: - Native Rust engine with N-API bindings integrated into the TypeScript SDK (memori-ts), including BYODB storage for persistent memory across sessions, a graceful shutdown pathway for background runtimes, and per-platform native build/publish workflows that streamline production deployment. - Local/BYODB storage for conversation history, with unified writeBatch semantics to persist history locally and reduce cloud round-trips, improving UX for users with offline or latency-sensitive prompts. - OpenClaw integration enhancements with optional projectId support, ProjectManager for scoped attribution, and improved recall/augmentation tooling; automatic skills injection into prompts to improve context and outcomes. - SDK release and packaging improvements: version synchronization script to align native and TS packages, N-API v3 upgrade, and per-platform npm packaging, plus CI workflow refinements for native builds (including macOS Intel runner) to broaden compatibility and reliability. - Reliability and performance boosts: lazy-init native engine, DashMap-based pending-state handling to reduce deadlocks, enhanced shutdown orchestration across Engine/StorageManager/SDK, and 30-second timeout for Node.js callbacks to prevent hangs. Major impact: - Faster time-to-value for multi-DB configurations and memory-backed workflows; reduced latency and cloud dependency for history; smoother, more scalable release cycles across platforms; stronger resource management and resilience in production. Technologies/skills demonstrated: - Rust and N-API bindings, TypeScript/Node.js SDK integration, byodb/persistent memory concepts, OpenClaw integration, per-platform native packaging, and robust CI/CD practices.

March 2026: Expanded integration capabilities, broadened AI model support, and strengthened reliability across the Memori platform. Focused on delivering business value through broader model compatibility, a modular integration framework, release hygiene, and security hardening.

February 2026 – Memori (MemoriLabs/Memori): Delivered two key enhancements focused on optional dependency management and platform detection, improving reliability, onboarding, and telemetry. The work reduces runtime friction for users not using CockroachDB/Postgres and enables more accurate client recognition across platforms.