Reproducible test recipes, browser creation workflows, and practical ways to validate real files.
24 articles · page 1 of 2
Turn a creator brief into a repeatable AI workflow test with provider-neutral plans, bound media inputs, expected outputs, and an explicit evaluation rubric.
Novus Examples · Workflow · Intermediate · v2026.08
Read the post →Build synthetic media fixtures from versioned recipes, understand byte-stable versus content-stable exports, and verify every artifact without uploading source media.
Novus Examples · Workflow · Intermediate · v2026.08
Read the post →Turn labels, autocomplete tokens, grouped controls, errors, and keyboard behaviour into explicit form-testing contracts using live demos and editable fixtures.
Novus Examples · Guide · Intermediate · v2026.08
Read the post →Use linked HTML, AcroForm, JSON, CSV, DOCX, XLSX, PDF, and Markdown artifacts to test field parity, local editing, export, and document workflows.
Novus Examples · Workflow · Beginner · v2026.08
Read the post →Build repeatable metadata-stripping and neural-network inference tests from paired controls, validated ONNX graphs, exact inputs, and published expected results.
Novus Examples · Guide · Advanced · v2026.08
Read the post →Map Novus Examples live form demos and HTML/AcroForm/FDF downloads to concrete autofill, validation, scraper, and PDF-filler assertions.
Novus Examples · Reference · Beginner · v2026.08
Read the post →Concrete auth and PKI contracts you can assert against Novus Examples SAMPLE JWT, JWKS, OAuth, certificate, htpasswd, and header fixtures.
Novus Examples · Reference · Beginner · v2026.08
Read the post →The Novus editor opens text and data files with syntax highlighting for 40+ languages — and receives binary files with a read-only hex and base64 view instead of a dead download link.
Novus Examples · Workflow · Beginner · v2026.08
Read the post →Use Novus greyscale and sepia inputs against true-colour references to score colourization models with reproducible seeds.
Novus Examples · Guide · Intermediate · v2026.08
Read the post →Use paired clean, damaged, and mask fixtures to score restoration, inpainting, and damage-repair pipelines against ground truth.
Novus Examples · Guide · Intermediate · v2026.08
Read the post →Score watermark removers using clean references, synthetic SAMPLE overlays, and masks — without real brand logos.
Novus Examples · Guide · Intermediate · v2026.08
Read the post →Verify LUFS meters and clip detectors against amplitude ladders and clean↔hard-clipped WAV twins with exact specs.
Novus Examples · Guide · Intermediate · v2026.08
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