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sabahattink/README.md

Sabahattin Kalkan

Systems engineer and software architect based in Baku. I design software for environments where failure is expensive: building automation, life-safety and critical infrastructure, and the developer tooling around AI coding agents.

Website · LinkedIn

System riser drawing of Sabahattin Kalkan's work. Products: Recall, codediag, antigravity-fullstack-hq, reasonkit, sealed. Engineering practice: deterministic, testable, observable, failure-aware. Domain background: BACnet, KNX, Modbus, fire and life-safety, servers and networks.

System riser of my work, redrawn daily from live GitHub data. Revision clouds mark what changed in the latest revision.

Focus areas

AI developer tooling. Repository context, diagnostics and portable rules for coding agents such as Claude Code, Codex, Cursor and Gemini CLI. Analysis is deterministic first; models interpret evidence rather than produce it.

Building automation and infrastructure. BMS integration over BACnet, KNX and Modbus, fire and life-safety systems, server rooms and networks, from design through field commissioning. I lead the technical department of a building-automation company.

Selected projects

Project Description Type Release Status
Recall Persistent, evidence-backed repository context for coding agents. CLI v0.2.1 Active
codediag Architecture, security and reliability findings for Node.js APIs, with SARIF output. CLI, GitHub Action v0.4.0 Active
antigravity-fullstack-hq Permission-first rules, agents and skills from one source for Claude Code, Codex and Antigravity. Agent rules v1.4.0 Active
reasonkit Building blocks for structured reasoning and agent orchestration. Toolkit v0.2.0 Active
sealed WebMCP privacy boundary: agents receive decisions, not raw private values. Library — Active

Generated from the GitHub API by this repository's workflow. Revision 1, 2026-10-23.

Operate the building

Building SK-01 is a simulated office floor in Baku. The outdoor temperature is real, each room follows a first-order thermal model, and alarms go through the same acknowledge cycle as a real BMS. Anyone with a GitHub account can operate it: choose a command below, submit the issue that opens, and a workflow validates the write, applies it and replies within a couple of minutes.

Live floor plan of simulated Building SK-01 in Baku: open office, meeting room, server room, lobby and plant room, with current temperatures, setpoints, lighting and alarms.
Zone Temperature Setpoint Lights Operate
Open office 22.4 °C 22.0 °C On −1.0 °C · +1.0 °C · Lights off
Meeting room 22.0 °C 22.0 °C Off −1.0 °C · +1.0 °C · Lights on
Server room 21.9 °C 21.0 °C Off −1.0 °C · +1.0 °C · Lights on
Lobby 20.8 °C 21.0 °C On −1.0 °C · +1.0 °C · Lights off

No unacknowledged alarms. Outdoor air 18.4 °C, live from Baku via Open-Meteo (CC BY 4.0). Scanned 2026-10-23 13:00 Baku time. One command per operator every 10 minutes.

Operator log

No commands yet.

Engineering principles

  • Deterministic. The same input produces the same output, byte for byte.
  • Explainable. Every finding traces back to a rule and a location.
  • Observable. Structured logs, meaningful exit codes, and SARIF where it fits.
  • Local-first. No external service in the loop unless it earns its place.

Consulting

I'm available for building-automation integration, BMS software, and software architecture reviews. Contact details are on sabahattinkalkan.com.

Pinned Loading

  1. antigravity-fullstack-hq antigravity-fullstack-hq Public

    Permission-first rules, agents, skills and workflows for AI coding agents. One source → native CLAUDE.md, AGENTS.md and GEMINI.md for Claude Code, OpenAI Codex and Google Antigravity. Claude Code p…

    PowerShell 31 9

  2. Recall Recall Public

    Deterministic repository context for AI coding agents.

    TypeScript 2

  3. codediag codediag Public

    Explainable health and security scanner for NestJS, Express, and Next.js APIs — one command, one score, SARIF and GitHub Action.

    TypeScript 2

  4. engineering-handbook engineering-handbook Public

    Engineering standards, architecture guidance, and operating practices for reliable software systems.