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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.
Articles228 total · page 3 of 23
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Field guide · July 17, 2026 · updated August 1, 2026
Inside the Studio Workstation: layers, timeline, and keyframes
The Studio Workstation is the direct-manipulation side of Sonic Weaver, built on the same saved document and the same renderer as the guided Classic Editor.
- Ordered layers, no fixed max
- Beat-aware timeline & keyframes
- One document, one renderer
Sonic Weaver · Sonic Weaver
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Field guide · July 16, 2026
Analytics for a small site without invasive tracking
A decisions-first approach to small-site measurement: which questions justify collecting data at all, server logs versus client scripts, the cookieless middle ground, honest interpretation at low traffic, and the consent-gated GA4 configuration we actually run.
- Decide first, measure second
- Cookieless options compared honestly
- Our GA4-behind-consent worked example
Novus Stream Solutions (hub) · Web & UX
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Field guide · July 16, 2026
A maintenance schedule for evergreen content
The exact quarterly rota I use to keep a large evergreen library accurate: traffic tiers, a fifteen-minute review checklist, update vs rewrite vs prune verdicts, honest date changes, and build-time checks that catch mechanical rot between reviews.
- Quarterly rota tiered by traffic
- Update, rewrite, or prune: a rule for each
- Build-time checks catch rot early
Novus Stream Solutions (hub) · SEO & content
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Field guide · July 16, 2026
Seamless visual loops for streaming platforms
How to design visual loops that survive infinite repetition on 24/7 streams: beat-grid loop lengths, whole-cycle motion, seam hunting, export settings, and bandwidth math.
- Loop length lives on the beat grid
- Motion must close its cycles
- Test three loops end to end
Sonic Weaver · Sonic Weaver
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Field guide · July 16, 2026
Matching visualizer styles to music genres: a working guide
How to translate genre conventions into visualizer decisions: reading energy profiles, four worked genre cases, layer budgets, and when platform norms override everything.
- Read the energy profile first
- Four genres, four languages
- Platforms bend genre rules
Sonic Weaver · Sonic Weaver
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Field guide · July 15, 2026
Evaluating AI tools before you depend on them
A ninety-minute evaluation protocol for AI tools: score candidates on a test set built from your own work, probe failure modes on purpose, verify where processing runs, model repricing risk, and perform a real export before anything important depends on the answer.
- Your files beat any demo reel
- Hunt the confident wrong answer
- Perform the export before you commit
Novus Stream Solutions (hub) · AI in the browser
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Field guide · July 14, 2026
What local AI can actually do in mid-2026
A vendor-free status report on on-device AI as of mid-2026: segmentation, transcription, and small language models are genuinely local now; frontier reasoning and video generation are not, and the reasons are physics, not politics.
- Segmentation and transcription: solved locally
- Small LLMs: useful, with a hard ceiling
- The dividing line is memory, not model quality
Novus Stream Solutions (hub) · AI in the browser
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Field guide · July 13, 2026
One post, five formats: repurposing that doesn’t feel recycled
A working system for turning one long-form post into a thread, an email, a short-video script, a slide carousel, and FAQ snippets, translated per format rather than pasted, and sequenced so the channels feed each other.
- Translate per format, never paste
- Sequence the drops across two weeks
- One canonical URL absorbs all the credit
Novus Stream Solutions (hub) · Creator playbooks
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Field guide · July 12, 2026
How to write a tutorial people actually finish
The completion-first approach to tutorial writing: scoping, prerequisite honesty, step granularity, screenshot placement, beginner testing, and the drop-off signals to measure after launch.
- One outcome per tutorial, ruthlessly
- Steps sized to a single action
- Test on a real beginner before publish
Novus Stream Solutions (hub) · How-to guides
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Field guide · July 11, 2026
Static search vs hosted search: which does a small site actually need?
The real trade-offs between shipping a prebuilt search index to the browser and paying a hosted service to answer queries, sized with actual numbers from a 300-plus-page site.
- Index-size math for real catalogs
- Freshness is a deploy, not a sync
- Hosted relevance earns its fee later
Novus Stream Solutions (hub) · Comparisons
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