Bekbolot Abdilazhanov

A public challenge where miners write page JavaScript that works out which browser extensions are running in a real Chrome session. I designed it and built the service end to end.

• Shipped v1.0.0 as a live subnet challenge five weeks after the first commit.
• Hardened it to an 89-extension pool and 438 tests.
• v2 rewrites extension code every round, with a fail-closed leak scan, so only behaviour scores.
• Pushed AI-miner scores down: Codex 0.75 → 0.63, GLM 0.62 → 0.47.

• Python
• FastAPI
• Selenium
• Chrome for Testing
• JavaScript
• Docker

• Repository↗

Challenges that ask miners to unmask commercial anti-detect browsers, re-identify real devices across browsers, and classify operating systems from network traffic.

• Proposed the anti-detect detection challenge, then led a ~4,100-line migration to ADA-3.
• Shipped ADA-3 v3.0.0 and five patch releases in one month.
• Built device-fingerprint scoring on real devices across 5 browsers, with race-free per-request sessions.
• Took the FlowPrint OS-classification challenge from rename to v1.0.0 in five days.

• Python
• FastAPI
• JavaScript
• Anti-detect browsers
• Docker

• ADA detection↗
• Device fingerprinter↗
• FlowPrint↗

A browser-automation runner: define a bot once in YAML and run it on any driver, from plain Selenium to paid anti-detect browsers. It became the team's standard for testing detectors.

• Put 25+ automation drivers behind one five-method plugin contract.
• Integrated five commercial anti-detect browsers across Linux, macOS and Docker.
• Fixed silent data bugs: 10 profiles acting as 1, 40% duplicate headless runs.
• Recovered 180 of 180 historical batches and made the install about 4× lighter.

• Python
• FastAPI
• Playwright
• Selenium
• Puppeteer
• Docker

RedTeam turns security research into competitive challenges that validators score and reward on-chain. I keep its core, scoring and releases healthy.

• Standardised CI/CD versioning across 10 repositories in one day.
• Refactored a Rust scoring engine from 6,739 to 78 lines, adding about 190 tests.
• Built an internal FastAPI service for lint checks and LLM code comparison in plagiarism scoring.
• Rebalanced challenge incentive weights and wrote the subnet's security policy.

• Python
• Bittensor
• FastAPI
• Rust
• GitHub Actions
• Fluent Bit

• Subnet core↗
• theredteam.io↗

An internal research dashboard where an LLM agent reads every miner submission, extracts its techniques, and shows researchers what works and who copies whom.

• Found a Gemini re-analysis loop firing 30,000+ redundant requests; fixed it with a skip window.
• Cut API list payloads by about 95–98%, replacing 1–3 s filtering with one request.
• Contained a production Celery memory leak, then removed Celery altogether.
• Co-built an AI red/blue-team loop, owning the supervisor's state machine and stop conditions.

• Next.js
• TypeScript
• FastAPI
• PostgreSQL
• Gemini
• Langfuse

HumbleBee AI's NGINX edge used to be edited by hand on the server. I moved it into git with review, CI checks and health-checked deploys, and run it day to day.

• Moved the live configs into git in one 109-file PR; now 100+ sites across 9 domains.
• Built CI that tests every change with nginx -t and health-checks each deploy.
• Standardised Cloudflare CI/CD on 7 websites: PR previews and semantic releases.
• Cut Workers SSR CPU about 70% by moving image optimization to build time.

• NGINX
• GitHub Actions
• Cloudflare Workers
• Docker
• Tailscale
• Uptime Kuma

• humblebee.ai↗

Backends for three young products: a cross-border remittance fintech, a sports-booking startup and a ride-hailing startup. Different domains, the same rule: correctness first.

• Built a remittance pipeline with seven provider legs, four executing real on-chain transactions.
• Laid a sports-booking backend foundation in 4 days, deployed to staging by CI.
• Added a transactional outbox, Ed25519 tokens and a fail-closed rate limiter in Redis.
• Designed a ride state machine with ordered row locking and one-active-ride constraints.

• FastAPI
• PostgreSQL
• SQLAlchemy
• Redis
• Celery
• Docker

This site's other half: a 3D world you fly through, where my work stands as architecture. Built for fun first, with every word also readable as plain HTML.

• Arcade flight, ghost racing, photo mode and a hangar, on keyboard, gamepad or touch.
• The Chronicle: a cinematic flight through my history, driven by real commit counts.
• Live commits fall as meteors, with repo and client names stripped before they ship.
• Per-frame state outside React, an HTML fallback, and respect for reduced motion.

• Next.js
• React Three Fiber
• three.js
• Rapier
• zustand
• TypeScript

• Enter the world→