Document type: Wiki / Quick Reference Guide Audience: End users, help-desk personnel, messaging administrators, and security teams Applies to: Google Calendar, Google Workspace, Outlook, Microsoft 365, Exchange Online, Apple Calendar, and iCloud Calendar Last reviewed: August 4, 2026
Here's the schema — a single universal rubric you can apply to score any local-AI candidate (a GPU, a model, a serving framework, a deployment) against the same structural skeleton, so every comparison in this whole conversation collapses into one repeatable due-diligence instrument rather than nine separate narratives.
Each row follows the pattern Feature :: Function :: Spec/Metric :: Value(Range/Band/Qty) :: Similar/Related/Other. "Feature" is the atomic attribute being measured (it should not overlap with any other row — that's the MECE discipline). "Function" is what that attribute actually does for you operationally. "Spec/Metric" is the measurable unit. "Value" is the realistic 2026 band, not a single number, since real hardware/software spans a range. "Similar/Related/Other" cross-links the attribute to adjacent decisions so you see what it trades off against. This mirrors the discipline used in vendor-neutral edge-AI scoring: define criteria once, weight them p
Proof-of-concept for a proposal to agenticsnz/unsorry: an additive, reproducible dev
container that mirrors the environment Gate A trusts in CI (Ubuntu + elan-pinned Lean +
mathlib binary cache + Python + gh). Docker-first, runs unchanged under Podman.
These files are validated end-to-end (build + Gate A --wfail + Gate B + agent.sh --self-test
67/67) on Podman/WSL2. They are shared here for inspection — happy to open a proper PR on request.
Additive DevX only: no change to Gate A, Gate B, the claims substrate, AISP records, or agent
behaviour. The image bakes in no repository sources and no secrets.
Sharing a short write-up in case it is useful:
[!TLDR] explores using
PreToolUsehook function(s) as interim mitigation for ISSUE: #3024 (and related).
Note
It includes:
- an expanded issue-commentary
[!Note from the researcher]
I was curious in flow, and just felt like exploring what a more unified, DevEx oriented approach could look like to a UV/BUN like system would be for
rustand came across thisrxproject, so decided to one-shot some opinionated constraints to explore what creating anew, and/or enhancing what is, as borrowed from other well done projects for comparative analysis, and exploration.
[TLDR]: "Do Your Own Due Diligence!"(
DYODD)Ultimately, compared to all of the other available options today, this is one of the most proprietary, restrictive, yet, exposed, and in vulnerable ways, where we trade 'features' and 'functionalities', for our
privacy, anddata-sovereignty. Find and use something else. Almost anything will do. (Relative to where you're located globally, of course.)
Goal: Make
python3resolve to a real interpreter across PowerShell, cmd, Git Bash, and other shells used by agent tooling on Windows 11, without requiring WSL.Common symptom:
python3 --version→ “Python was not found; run without arguments to install from the Microsoft Store…”Root cause (often): Windows “App execution aliases” stub
python3.exein...\WindowsAppsshadows the real Python.
ATTRIBUTION: thanks to Martin Cleaver https://github.com/mrjcleaver and the Agentics-Foundation https://agentics.org/ -- I took chat notes, and restructured for future reference below.
A lightweight, durable way to capture why an architectural decision was made (not just what was built), so teams can revisit decisions with context instead of re-litigating from scratch.
Tip
ADR = one decision, one file. Keep it durable, searchable, and easy to supersede.
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