adeptti

Nashville, TN / agent systems

Alikhan Makhamadaliev

Agentic-AI systems engineer. I build agent kernels and the full-stack tools around them.

Computer-science student at Belmont, cybersecurity concentration. One always-on agent daemon runs on my own hardware, and I keep it locked down.

Yes, the domain is the car account. The engineering is the rest of the page.

  • agent systems
  • self-hosted AI infra
  • python + asyncio
  • security-first

current

based
Nashville, TN
school
Belmont University, B.S. Computer Science, graduating May 2027
open to
AI/ML and software-engineering roles and internships, targeting the Bay Area

flagship

Ymir

Private repo. Running in production on hardware I own, not a demo.

Self-hosted agentic-AI daemon. It lives on my metal, remembers, and acts. It answers only to me.

Runs 24/7 on a Mac Studio under macOS launchd with a watchdog that self-heals the service. The asyncio agent kernel keeps a process table, runs up to 4 concurrent LLM agents, and schedules them on a 3-level multilevel feedback queue with per-level wall-clock allotments, demotion accounting, and a periodic priority boost so nothing starves.

Tool permissions are deny-by-default. Autonomous kernel agents get a read-only tool set behind a central capability manifest, read confinement, and SSRF egress denies, which closes the prompt-injection lethal trifecta. A dedicated tool-lock regression suite guards it.

runtime
Python 3.14, asyncio, FastAPI, SQLite
scheduler
3-level MLFQ, up to 4 concurrent agents
plugins
54 auto-discovered, behind an LLM intent router with a local Ollama shadow-routing tier and chat fallback
transports
iMessage, reading the macOS chat.db directly, plus a FastAPI web app over a Tailscale tailnet with bearer-token auth and a CIDR allowlist
backend
headless Claude CLI subprocesses on a flat subscription, no per-token API cost
tests
1,382-test offline unit suite, plus a tool-free LLM grounding judge that checks agent output against its sources
durability
crash-consistent atomic state writes, SQLite online-backup snapshots every 6 hours

selected builds / 05

work

Some repos are private while in active development. Code available on request.

background

about

I go by Adeptti. I build and run production agent infrastructure. Ymir has run on my own machine since 2026, and the scheduling, permission and crash-recovery work came out of keeping it alive.

Former AI-reliability research assistant at Belmont. I studied how AI coding agents respond when told to improve existing open-source software: what they plagiarize, what they reuse, and what they genuinely improve.

My day job is managing a combined gas station, tire shop, mechanic shop and deli in Nashville: retail operations, supplier ordering, parts sourcing. Before that I ran customer negotiations, listings and inventory for a family used-vehicle business.

degree
B.S. Computer Science, cybersecurity concentration. Minor in business systems and analytics.
standing
GPA 3.65, Dean's List, merit scholarship
campus
President, SWANA Student Association. Treasurer, CyBru, the cybersecurity club.
research
AI software reliability and security, Jan 2026 to Jun 2026. Ended.
earlier
Research assistant intern at Roundtable, Nashville. Co-authored eight published articles on AI and cryptocurrency markets.

off the clock

cars and sound

@ilovemcars is the account this domain is named after. Cinematic car edits, shot around Nashville and Franklin.

project car
S14 with an LS swap, a Z32 five-speed and a Terminator X ECU
music
I release as achillesxo on SoundCloud

Ship it, then keep it running.