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Product blog
Product updates, field guides, and field notes, each with links to docs and the tools they describe. High-level milestones also appear on the changelog.
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Product highlight · July 28, 2026
Novus AI Stats launch: local-first AI history dashboard
Why we shipped a local-first AI history constellation instead of ambient monitoring or a tip-style usage score.
Novus AI StatsProduct highlight · July 25, 2026
Novus Examples grows up: 401 video fixtures, 480 templates, and OBS-compatible scenes
What changed in the sample-file library this week, why video needed a rebuild rather than a top-up, and the one manual step an OBS scene collection cannot avoid.
Novus ExamplesMore articles16 total · page 1 of 2
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Product highlight · July 21, 2026
Novus Striker early access: arcade soccer in the browser
Why we are shipping a playable browser soccer build now instead of waiting for a finished store page.
- Browser play
- In development
- Feedback welcome
Novus Striker · Novus Striker
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Product highlight · July 18, 2026 · updated August 1, 2026
Novus Examples: free sample and dummy files for every format
Why the test files you reach for at the worst possible moment deserve a real home, organized by format and edge case instead of scattered across old downloads.
- Every file type
- Real edge cases
- No account, browser download
Novus Examples · Novus Examples
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Product highlight · July 16, 2026
Novus Learn launch: follow the source, see the connections
Why we built a source-grounded reading tool that shows provenance and per-claim citations instead of generating confident answers you cannot trace.
- Source-grounded reading
- Claim-level citations
- No account, local library
Novus Learn · Novus Learn
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Product highlight · July 14, 2026 · updated August 1, 2026
Novus Convert launch: private file conversion with verified outputs
Why we built a file converter that distinguishes real working routes from format guides and validates every result before download.
- Local processing
- Mixed per-file outputs
- Verified downloads
Novus Convert · Novus Convert
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Product highlight · July 7, 2026
Novus PDF Studio is live: fill, sign, scan, and export PDF forms
The launch note for Novus PDF Studio: why a focused fill-and-sign editor belongs next to image and video tools, what the live tool map covers, and what future PDF utilities are not yet claiming.
- AI field scan
- Manual layers
- Sign and export
Novus PDF Studio · PDF Studio
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Product highlight · June 15, 2026
Why the preview now matches the export: rebuilding a music-visualizer render engine
A deep dive into the v2.0 export engine: why preview and export drift apart in the first place, what "seekable" means and why scrubbing used to break, how beat-sync stays locked between the live preview and the rendered file, why every mode is now visually distinct, and what an honest in-browser render pipeline owes the user.
- The export equals the preview
- Seekable MP4/WebM output
- Beat-sync locked end to end
Novus Visualizers · Visualizers
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Product highlight · June 15, 2026
When the fallback becomes the real thing: real AI models vs classical baselines in the browser
The v1.7.0 "real models everywhere" shift explained: what a real model (a segmentation network for background removal, a super-resolution model for upscaling) actually buys you over a classical baseline like a bicubic resize, why the fallback still has a job, how the app decides which to run, and why telling you which one ran is the whole point of "honest everywhere".
- Real models where hardware allows
- Honest classical fallback elsewhere
- It tells you which one ran
NSS Background Remover · Background Remover
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Product highlight · June 14, 2026
Make a music visualizer on your phone, start to finish
The full phone workflow: why the v2.0 mobile editor makes a desktop optional, picking a track and a format, choosing an engine and syncing it to the beat, adding text and a logo, exporting on-device, sharing to Reels and TikTok, and getting good results within mobile's limits.
- No desktop needed
- Vertical & Canvas formats
- Export & share on-device
Novus Visualizers · Visualizers
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Product highlight · June 9, 2026
One software ecosystem, two tools: how Background Remover and Visualizers fit together
A map of the Novus software ecosystem: NSS Background Remover and Novus Visualizers, the shared free-first and on-device principles, and the deliberate differences between them.
- Two tools, one model
- Now eight apps
- Free-first, on-device, honest
Novus Stream Solutions · Operating model
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Product highlight · June 9, 2026
Inside the all-in-one NSS Background Remover editor: layers, 3D, video, and on-device AI
A guided tour of the all-in-one NSS Background Remover editor: how layers, selection, adjustments, 3D, the video editor, and the on-device cutout and upscaling models fit on one on-device pipeline that never uploads your files.
- Layers, 3D & video editor
- On-device cutout & upscaling
- .nss-project saves, no upload
NSS Background Remover · Background Remover
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Every product also has its own feed and index: see NSS Background Remover, Novus Visualizers, Novus PDF Studio, Novus Convert, Novus Learn, Novus Examples, Novus Striker, Novus AI Stats, Novus Restaurant.