2026 archive
Everything published in 2026
347 articles, newest first. Filter and sort them the same way as the main index.
Articles347 total · page 2 of 35
ReadField guide · August 8, 2026
Temporal stability: why cutting a background out of video is a different problem
The failure mode in a moving cutout is not a bad edge; it is a good edge that will not hold still. Here is why that needs a different model, and the format decisions that decide whether the work survives export.
- Recurrent matting, not per-frame
- APNG over GIF
- WebM keeps the alpha
NSS Background Remover · Background Remover
ReadField guide · August 1, 2026
Career aptitude tests: what they can and cannot tell you
How to get real value from career aptitude and reasoning practice without letting a score decide anything it is not qualified to decide.
- Practice, not prophecy
- Read the construct, not the number
- Free, accountless, on-device
Field notes · Novus Learn
ReadField guide · August 1, 2026
When your docs drift from your product
How a documentation audit across eight apps found the same statistics re-typed and quietly wrong, and the pattern that keeps them honest.
- Drift is an architecture bug
- One number, one home
- Audit before you rewrite
Field notes · Stack & engineering
ReadField guide · July 28, 2026
Shipping production work with frontier AI
A practical loop for drafting, verifying, and shipping production work with frontier AI while keeping humans accountable for outcomes.
- Draft → verify → ship
- Humans keep ownership
- Tests beat vibes
Field notes · Automation & AI
ReadField guide · July 28, 2026
Frontier AI in 2026: Sol, Fable / Opus 5, and Gemini in the race
A builder’s field guide to what “frontier” means in 2026 and how to evaluate Sol, Fable / Opus 5, and Gemini without hype or fake benchmarks.
- Parallel frontier race
- Evaluate for your job
- Honest limits still matter
Field notes · Stack & engineering
ReadProduct highlight · July 28, 2026 · updated August 1, 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.
- Seven providers
- Local-first imports
- Metric quality labels
Novus AI Stats · Novus AI Stats
ReadField guide · July 27, 2026
A simple system for organizing digital project files
A practical file organization method for creators, operators, and small teams that need clarity without a digital-asset platform.
- Four clear file zones
- One approved master
- Easy recovery and handoff
Field notes · Field notes
ReadField guide · July 27, 2026
What makes a browser tool worth bookmarking?
A practical quality checklist for deciding which online tools deserve a permanent place in your workflow.
- Fast first result
- Predictable verified output
- Honest limits and recovery
Field notes · Web & UX
ReadField guide · July 26, 2026
From rough file to ready to share: a repeatable browser workflow
A reusable creative workflow that keeps the master clean, the tool chain short, and every export tied to a real destination.
- Protect the source
- Separate creative and delivery stages
- Verify outside the tool
Field notes · Field notes
ReadField guide · July 26, 2026
A privacy-first workflow for everyday files
A reusable file-handling routine for photos, documents, audio, video, archives, and study material.
- Classify before opening
- Keep processing boundaries visible
- Control copies and cleanup
Field notes · Field notes
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