Aleksandr Filippov
Aleksandr Filippov is an AI Product Manager based in Limassol, Cyprus, where he turns AI-driven ideas into market-ready products. He pairs product vision with hands-on technical strategy and Agile leadership, building on a path through business and systems analysis, technology leadership, and software delivery. This site gathers his projects, his writing, and the thinking behind them.
Posts by Author
Dynamic Workflows: When the Agent Writes Its Own Harness
For a few weeks now, Claude Code has been writing its own multi-agent harness for each task -- and it quietly retired the orchestration code I used to maintain by hand. Here is what changed, the patterns worth knowing, and the research idea I think sits underneath it.
Field Notes: Building a Chest X-ray Draft Auditor with Two Tiny 4B Models — MedGemma and NVIDIA Nemotron
A Field Notes write-up on building a chest X-ray draft auditor from open data alone: two tiny 4B models, a deterministic comparator, and the evaluation-integrity lesson that nearly cost me the better model.
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.