Notysoty

Takes a long-form article and repurposes it into multiple formats: tweet thread, LinkedIn post, TL;DR, and key quotes.

Interprets error stack traces to pinpoint root cause, explain what went wrong, and suggest fixes.

Reviews HTML/CSS or component code for responsive design issues across mobile, tablet, and desktop breakpoints.

Reviews LLM application prompts and input handling for direct and indirect prompt injection vulnerabilities, then writes defensive scaffolding.

Identifies and prioritizes technical debt in a codebase with an effort/impact matrix.

Generates a comprehensive FAQ section for any product, API, or documentation page.

Generates conventional commit messages from staged changes or a diff.

Compares two versions of a codebase or API and flags all breaking changes with migration hints.

Reviews a service or codebase against a full observability checklist — logs, metrics, traces, and alerting gaps.

Generates comprehensive unit tests for any function or module with edge cases.

Maintains and formats a CHANGELOG.md following Keep a Changelog conventions from git history or PR list.

Configures end-to-end tracing for an LLM application using OpenTelemetry with LangSmith, Langfuse, or Helicone — span naming, metadata tagging, latency thresholds, and cost tracking.