The Operating Challenge
Engineering achievements, code commits, and architectural decisions often remain buried in raw git logs and meeting notes, leading to lost historical context and high drafting overhead.
Independent / AI Systems Architecture · 2026 → Present01. Problem & Context 02. Architecture & Solution 03. Measurable Impact 04. Technology Stack
Autonomous Career Synthesis & Evidence Audit Pipeline
Autonomous daily pipeline capturing GitHub commit diffs and transcripts, synthesizing citable evidence manifests and draft posts into Notion with three-layer alerting.
Technical Implementation
Engineered a daily event stream pipeline in Python that ingests commit diff hunks and transcript lines into an event store. Synthesizes citable evidence manifests with exact line/span references, enforcing strict voice rules before pushing drafts to Notion with human-in-the-loop approval.
Results & Verification
Maintains 100% auditable evidence tracing for every claim with automated three-layer monitoring (Sentry + ntfy + PostHog).
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