A response to Marina Wyss's How I'd Learn Machine Learning in 2026, from someone who arrived at the same checkpoints from the construction side.
Marina Wyss wrote that piece and the part that stopped me was not the curriculum. It was her argument that a hiring manager is not looking for evidence th
There are three entries in my project's record of what its owner said that the owner never said.
$ grep -n 'e2echeck' DB/bands/verbatim/OWNER_VERBATIM.md
817:## #332 (2026-09-05T06:58:22.737Z) session e2echeck
820:## #333 (2026-09-05T06:58:24.338Z) session e2echeck
823:## #334 (2026-09-05T06:58:2
Two of my checks print a field that says how much of the world they looked at. Here they are, run on 2026-09-05:
$ node tools/cells.mjs --check
1 FAIL_CELLS count=276/276 unassigned=0 twice=0 orphan_attachment=0 stale=1
$ node tools/layer_index.mjs --check
1 FAIL_LAYER_INDEX md=DRIFT html=DRIFT
On 2026-09-05 I grepped the file my own build writes its verdicts into. One line per control per commit, appended, never edited.
$ grep COVERAGE DB/checks.generated.txt | tail -3
gate COVERAGE pass reason=OK_COVERAGE count=100/3849 tool=ddade5c8fb71 commit=ed6aafb
gate COVERAGE pass reason=OK_COV
As I continue learning and working in the tech field, I have been learning not only how to build websites and applications, but also how to handle account credentials securely.
Recently, I was introduced to Bitwarden, a password manager that can also be used to securely share sensitive information.
AI coding agents do not work in a vacuum. Their results depend on the context files, rules, skills, hooks, tests, CI pipelines, and safety controls that surround the model. That surrounding system is the harness: the part of an agentic workflow that a team can actually design, version, test, and imp
Lançado no dia 03/09, o GPT-6 Astra marca segundo a OpenAI, o início da era de IA 'AGI', isto é, de agentes capazes de usar recursos pensados numa hipotética Inteligência Artificial Geral (AGI na sigla em inglês).
Apesar do termo AGI ainda não ter uma definição clara e coeza, o presidente da OpenAI,
my team builds AI infrastructure, so yes, i have a horse in this race. the horse shows up at the end, clearly labeled. the history comes first, and the history is free.
jim barksdale, back when he ran netscape, said the only two ways to make money in software are bundling and unbundling.
people qu
This is a submission for Weekend Challenge: Generosity Edition
Three years ago, I volunteered at a commercial bakery in the city. At 9:30 PM every Saturday, we packed fresh sourdough loaves, baguettes, and croissants that had been baked that very morning.
I assumed we were bagging them for the
This is a submission for Weekend Challenge: Generosity Edition
What I Built
I built MatrixRainView, an open-source Android library that allows developers to easily add a fully customizable Matrix-style digital rain effect to their applications.
The goal behind this project was simple: m
Is there a light weight tool to monitor and log very high load processes? About once a week for the past couple months my RockPi4 gets extremely high load and stops responding to even SSH login requests. I'd like to run something on that same machine that will log what is generating that load. It do
That Time Someone Exploited a Git Hook to Root Your Homelab
You know how it is—you spin up a self-hosted Git instance, maybe Forgejo or Gitea, and you're feeling good about having your own GitHub alternative. Then you forget about it for a while. That's usually when something bad happens.
Someone