YAS / FIELD NOTES
What breaks.
What works.
What to build next.
Practical writing from real work across AI optimization, internal systems, product execution, ecommerce architecture, and public startup building.
Read the field notesRESEARCH, IMPLEMENTATION, AND OPERATOR NOTES
24 published pieces01 / Operational Architecture
Cross-Platform Support Ticket Intake, Triage, and Dispatching
An architectural analysis of how support operations teams triage inbound inquiries across tools, and how deterministic logic combined with AI models can structure internal ticket routing systems.
02 / Workflow Architecture
Inbound Lead Qualification and Hand-Off Routing Architecture
An architectural breakdown of how inbound qualification patterns across Stripe, Ramp, and Notion inform structured triage engines and deterministic routing systems.
03 / Operational Architecture
Subledger Reconciliations and Accounting Flux Analysis Across Closing Cycles
An architectural breakdown of recurring month-end reconciliation and flux analysis duties across accounting postings, exploring how deterministic data pipelines and conditional internal software can support finance teams.
04 / Security Engineering
Engineering Ingestion for Vulnerability and Threat Triage: Analyzing Public Role Descriptions
An evidence-based analysis of how modern technology companies describe security alert triage, vulnerability intake, and threat translation responsibilities.
05 / Operational Architecture
Dispersed Technical Knowledge Capture and Self-Service Content Authoring
An analysis of public job postings from Gusto, Notion, and Stripe revealing recurring operational patterns around translating technical updates and ticket resolutions into structured self-service documentation.
06 / Operations Engineering
Cross-Functional Ticket Triage and Routing: Analyzing Inbound Operations
An analysis of public job postings from Stripe, Ramp, and Gusto that define responsibilities for inbound ticket triage, workload balancing, and routing.
07 / Product systems
Startup Portal vs No-Code Stack: Architecture and Workflow Decisions
Evaluate custom startup portal architecture versus modular assemblies for operational reliability, data ownership, workflow integration, and exception handling.
08 / Workflow Architecture
Frontline Technical Bug Reproduction and Engineering Handoff: Designing Internal Triage Pipelines
An analysis of public job postings from Notion, Stripe, and Gusto that assign frontline staff technical bug reproduction, triage, and engineering escalation duties.
09 / AI operations
What Business Processes Should Be Automated First
Learn how to identify and prioritize business processes for AI automation. Discover a practical framework for selecting high-impact, low-risk workflows to automate first.
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