Projects on Aleksandr Filippov

AEGIS: A Hardening Layer for Claude Code

Sun, 14 Sep 2025 07:00:00 +0000

Overview

AEGIS — Agentic Environment for Guaranteed Implementation Standards — is an opinionated, curated Claude Code environment that extends and hardens the harness. The name is literal: in Greek mythology, the aegis is Zeus's protective shield, and this environment plays the same role for software built with agents — protecting code quality and the integrity of every agent handoff while keeping the developer experience fast and fluent.

MCP Context Server: Durable Multi-Agent Context Storage and Retrieval

Thu, 25 Sep 2025 07:00:00 +0000

Overview

MCP Context Server is a high-performance Model Context Protocol server that gives LLM agents a durable, searchable memory layer beyond their context window. Agents working on the same task share context through thread-scoped storage backed by SQLite or PostgreSQL, search it with full-text, semantic, or hybrid retrieval, and let a cross-encoder reranker sharpen the top results — all behind a standard MCP interface that Claude Code, LangGraph, and other MCP-compatible clients understand out of the box.

Claude Code Toolbox: Declarative Environments for Claude Code

Wed, 13 Aug 2025 07:00:00 +0000

Overview

Claude Code Toolbox is a cross-platform installer and YAML-based environment-configuration framework for Claude Code, Anthropic's AI coding assistant. The toolbox lets you describe everything a Claude Code environment needs — custom agents and subagents, MCP servers, slash commands, hooks, skills, system prompts, rules, permissions, model defaults, and platform-specific dependencies — as a single declarative YAML file, and install the whole setup with one command on Windows, macOS, or Linux.

CXR Draft Auditor: A Transparent Second Read for Chest X-ray Drafts

Mon, 08 Jun 2026 07:00:00 +0000

Overview

CXR Draft Auditor is a small multimodal quality-assurance tool that gives a chest X-ray draft impression a transparent second read. You hand it a chest X-ray and the human-written draft impression; it reads the image and the words separately, then quietly compares them and flags where they appear to disagree — and instead of just saying "look again," it draws a box on the image, right where it wants you to look.

AIR API: A Shared Retrieval Backbone for AI-Assisted Workflows at Spotware

Sat, 01 Feb 2025 07:00:00 +0000

Overview

AIR API is a shared AI retrieval platform built at Spotware to answer a simple but high-impact question: how do you let every AI tool in the company reach the same trusted knowledge without each team reinventing its own retrieval stack?

AILA: Fast, Consistent, Cost-Effective AI Localization at Scale

Sat, 01 Feb 2025 07:00:00 +0000

Overview

AILA (AI Localisation Assistant) is an AI-powered localization system built at Spotware to deliver fast, consistent, and cost-effective translations at scale. By combining an approved terminology database and translation memory with strong AI models, AILA produces on-brand translations in minutes — dramatically reducing dependency on external translation cycles and improving speed-to-market for new languages and markets.

YouTrack MCP Server: Turning the Project System of Record into a First-Class AI Tool at Spotware

Sat, 01 Feb 2025 07:00:00 +0000

Overview

The YouTrack MCP Server is a custom MCP (Model Context Protocol) server built at Spotware that turns YouTrack — the company's primary system of record for product and engineering work — into a first-class AI tool. It gives any AI assistant clean, agent-friendly access to the issues, links, projects, custom fields, and Knowledge Base articles that capture how the business actually runs: requirements, decisions, discussions, dependencies, incidents, and delivery history.

st-copy: A Clean Copy-to-Clipboard Button for Streamlit

Mon, 05 May 2025 07:00:00 +0000

Overview

st-copy is a tiny, theme-aware Streamlit component that adds a one-click copy-to-clipboard button to any Streamlit app — published on PyPI as st-copy under the MIT license, with the full source on GitHub.

Hugo Artifacts: Reusable, Style-Agnostic Hugo Modules That Drop Into Any Site

Tue, 12 May 2026 07:00:00 +0000

Overview

Hugo Artifacts is a public, MIT-licensed monorepo of reusable Hugo modules — small, independently versioned components that drop into any Hugo site. The full source is on GitHub, and every artifact lives in its own subdirectory with an independent go.mod, so a site can import exactly the one piece it needs and pin it on its own release cadence.

Claude Code Artifacts: A Public Library of Drop-In Extensions for Claude Code

Fri, 26 Sep 2025 07:00:00 +0000

Overview

Claude Code Artifacts is a public, MIT-licensed library of reusable Claude Code artifacts — skills, hooks, rules, agents, slash commands, and environment configurations — where every entry is a self-contained building block that drops into any Claude Code setup. The full source is on GitHub, organized as a catalog by artifact type rather than as one monolithic framework: a reader meets the actual, useful pieces first, then learns how to consume them, and takes only the ones they need.

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