Obsidian
Local-first knowledgeDurable, portable private notes.
Consider Setup burden and plugin variance.
Original research · 14 Sep
A little less tool fatigue.
A clearer map of software for the way you work. Real interfaces, useful research, and the trade-offs worth knowing.

A field guide, not another shopping list.
No invented scores.
No universal “best.”
01 / The tool shelf
Durable, portable private notes.
Consider Setup burden and plugin variance.
Original research · 14 Sep
Collecting, organizing, citing, and sharing academic or professional research across a long-running project.
Consider Editorial judgment: clean citation metadata still needs spot checks, particularly for unusual sources and imported records.
↗ Official page checked · 16 Sep
Control, extensibility, and private deployment.
Consider Operational burden and versioning.
Original research · 14 Sep
Simple durable task capture.
Consider Pricing and legacy plan changes.
Original research · 14 Sep
GitHub-native development.
Consider Usage credit overages and review burden.
Original research · 14 Sep
Creators and production teams capturing scenes, sources, and live broadcasts with flexible local recording controls.
Consider Reliable live production requires rehearsal, audio monitoring, scene organization, and a plan for platform-specific stream failures.
↗ Official page checked · 16 Sep
02 / Find your way
Explore a workflow, see the working surface, and choose the next thing to try.
Capture the source. Keep the context. Write something you can check.
Check the original paper, not just the summary. A citation is a starting point.
Read the decision guide ↗Compare these options ↗Explore each tool profile to inspect its source.
Start small: one trigger, one useful action and a human before anything consequential.
These are alternative workflow engines—not a required three-app integration.
Read the decision guide ↗Compare these options ↗Explore each tool profile to inspect its source.
Choose tools around your output, your editing habits and the rights to your media.
Run an export test before a long project. An AI badge is not a production requirement.
Read the decision guide ↗Compare these options ↗Explore each tool profile to inspect its source.
Capture the loose ends, give work an owner and leave room for the unexpected.
These are options for different scales of work. Start with one, not all three.
Read the decision guide ↗Compare these options ↗Explore each tool profile to inspect its source.
03 / Read before you subscribe
Local files, structured workspaces and the export test to run before moving your archive.
Automation designApproval gates, retries and failure paths belong in the first version—not the incident review.
Evidence updateWhy METR’s 2026 follow-up changes the measurement conversation without erasing its earlier result.
04 / The long view
Tool record / Jul 30, 2019
The Blender Foundation’s 2019 release materials document a redesigned interface, a real-time renderer and an explicitly breaking API—useful evidence that a friendlier workflow can still impose migration work.
Tool record / Aug 9, 2024
Zotero’s August 2024 announcement documented a redesigned research manager with EPUB and webpage annotation, alongside a plugin migration requirement.
Workflow / Aug 5, 2020
The Document Foundation’s 2020 release announcement links ODF 1.3, graphics performance and Microsoft-format compatibility without claiming that file exchange became frictionless.
A healthy bit of skepticism
Start with a real task. Include checking and rework. Compare the result with the way you already work.
Try the cost calculator ↗Source boundaries, retention, export and a human review step belong in the buying decision.
Read the trust checklist ↗Vendor documentation, independent studies and editorial analysis answer different questions. We keep them separate.
Read the coding evidence guide ↗