Hello, I’m Aleksandr
AI Product Manager blending strategy with engineering excellence
The craft, earned.
AI Product Management
Expertise in developing and launching AI-powered products, combining strategic vision with Agile practices and robust market and user analytics.
Stakeholder Management
Expertise in engaging and managing relationships with stakeholders across all levels.
Artificial Intelligence
LLM engineering across retrieval-augmented generation, agent orchestration, Model Context Protocol tooling, and evaluation-driven delivery of production AI systems.
Claude Code
Professional-grade command of Claude Code — orchestrators, subagents, hooks, skills, slash commands, MCP, and context engineering — applied to production multi-agent development environments.
Communication
Advanced ability to communicate across various domains, ensuring project objectives are met and stakeholder satisfaction is achieved.
Team Leadership
Expertise in leading teams towards continuous improvement with a supportive and motivational approach.
Where the work lived.
Projects, released.
AEGIS
A curated, coherent Claude Code environment: an orchestrator system prompt plus specialized subagents, skills, hooks, slash commands, MCP servers, and a quality-enforcement toolchain — all tuned to work together as one system with mandatory validation gates. Installable via Claude Code Toolbox, backed by MCP Context Server, with a zero-tolerance stance on quality regressions.
MCP Context Server
A high-performance Model Context Protocol server that gives LLM agents a durable, searchable memory layer beyond the context window. Thread-scoped storage over SQLite or PostgreSQL, with semantic, full-text, and hybrid search, cross-encoder reranking, pluggable embedding and summary providers, metadata filtering, and batch operations — all behind a standard MCP interface.
Claude Code Toolbox
A cross-platform installer and declarative environment-configuration framework for Claude Code. One YAML file captures all agents, MCP servers, slash commands, hooks, skills, rules, system prompts, and settings; one command installs everything on Windows, macOS, or Linux — portable, reproducible, centrally updatable.
AIR API — AI Retrieval API
An AI-driven retrieval platform that serves grounded answers from corporate knowledge sources (Help Centre + cTrader Admin Guide) to any AI assistant, support automation, or team workflow inside Spotware — through a REST API and a standards-compliant MCP server, with automatic twice-daily content refresh.
The papers, stamped.
Professional Scrum Master I (PSM I)
The certification validates my knowledge of the Scrum framework, the Scrum Master accountabilities and how to apply Scrum.
Develop Your Skills as a Software Project Manager
A validation of acquiring in-depth knowledge and practical skills in managing software projects, focusing on Agile and Scrum methodologies, risk assessment, team collaboration, and effective communication.
Atlassian Agile Project Management Professional Certificate
A comprehensive certification validating expertise in Agile project management principles and proficiency in Atlassian tools for effective project execution.
Getting Started as an Agile Project Manager
A comprehensive introduction to Agile project management principles and practices, aimed at equipping new project managers with the necessary tools and mindset for success in Agile environments.
Classrooms, graduated.
Notes, in long form.
MCP Context Server: Persistent Memory for Your AI Coding Agents
Your AI coding agent loses its plan every time the context window compacts. MCP Context Server fixes that with persistent, searchable memory -- one Docker command and your agents remember everything.
Simplifying BPMN: A Beginner's Guide to Process Modeling in Software Development
This guide breaks down the BPMN standard, highlighting key elements and their application in software development projects, with practical examples and resource recommendations.
Navigating Success: Universal Metrics for Product Managers, with Insights from Fictional AGInnovate
Discover indispensable metrics every product manager should master, illustrated with AGInnovate’s story, for informed decision-making and fostering growth across all sectors.
Welcome to Aleksandr Filippov’s Personal Website and Blog
Dive into Aleksandr Filippov’s world, where his professional experiences, skills, and knowledge are shared alongside a blog dedicated to IT project management, tech leadership, and more.