Tooling
The day-to-day toolchain: support platforms, debugging tools, and infrastructure.
Support & ticketing systems
- Zendesk, Jira, Salesforce: years of daily use for triage, severity, escalation workflows, and SLA-minded customer communication.
- Zoom / screen-share: live troubleshooting in the customer's own environment.
APIs & debugging
- REST APIs, HTTP/HTTPS, JSON, webhooks: the bread and butter of integration support.
- Browser DevTools, API response inspection, log analysis: the primary lenses for root-cause work.
- Networking fundamentals: TLS/SSL, TCP/IP, DNS, VPNs, firewalls, enough to reason about where in the stack a problem actually lives.
Version control & infra
- Git / GitHub: daily, including this repository.
- Linux & Windows: comfortable supporting and working across both.
- Docker: fundamentals; containerized workflows and local environments.
- PostgreSQL via Ecto: the data layer throughout this platform.
AI & cloud
- LLM integration (Claude API / Ollama): DylanBot runs on the Claude API in
production and a local
llama3.2(via Ollama) in development, behind one swappable client boundary, with a deterministic fallback so the app works with no model at all. See This Platform for why the boundary was the right call. - RAG pipelines: retrieval-augmented KB search feeding grounded context to the model.
- Microsoft Azure Fundamentals (AZ-900): in progress; this site is being deployed to Azure, so the certification and the practice are happening together.
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