Developer Builds Verifiable Certificate Generator With Claude
An AI security expert on April 2, 2026 wrote that they used Anthropic's Claude Code (Sonnet 4.6) to build a webhook-based course certificate generator while migrating from Teachable to Discourse. Using a Rust backend, Svelte frontend, Typst PDF templates and TDD-driven workflows, the tool produced verifiable certificates with QR-linked verification pages; the author found it effective and reasonably secure but personally unpleasant to develop with generative coding.
Scoring Rationale
Practical first-person case study with high actionability and core relevance to ML engineering; scored up for clear TDD and deterministic practices, reduced slightly for single-source, modest novelty, and limited scope to a migration use case. Article is fresh (April 2, 2026).
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Sources
- Read OriginalI used AI. It worked. I hated it.taggart-tech.com
