@unclebobmartin Exactly why custom linter rules, pre commit hooks, runtime monitoring, automated tests (perf, unit, integration, ...), static analysis, agentic review, CODEOWNERS, type checking, .... are all so critical
And even more important is maintaining and customizing to keep principled
if your skill depends on dynamic content, you can embed !`command` in your SKILL.md to inject shell output directly into the prompt
Claude Code runs it when the skill is invoked and swaps the placeholder inline, the model only sees the result!
@HackingDave The closest thing I've considered is using AI to do my travel research for work. Find a good gym nearby with evidence I can actually get a good workout there. Flights that meet some event specific criteria. Etc.
@HackingDave I'm in the same boat. I use AI for everything work related but for personal I haven't found a great fit yet
I'm doing perfectly fine with an ad hoc cowork or chatgpt to help plan a vacation or something. I don't need a 24/7 agent available via signal.... Yet at least
OAI and Claude both dropped to 98% uptime during February.
Another data point:
Github has had more outages in Q1 2026 than the entirety of 2016-2019, according to their status page.
Software is objectively getting worse.
@koylanai Gathering telemetry with hooks is π₯ especially if you run parallel agents. Measure and identity anti patterns to improve requirements
It's also great for running deterministic guardrails or agentic reviews/quality gates
I've been addicted to hooks since CC first shipped em π«Ά
Holy shit. What a mess, and happens all the time without being transparent enough to blog about it. Kudos @Al_Grigor
Guardrails for AI can help, but even they aren't perfect
The most important thing is to do something about it, now. And then improve what you're doing over time.
Claude Code wiped our production database with a Terraform command.
It took down the DataTalksClub course platform and 2.5 years of submissions: homework, projects, and leaderboards.
Automated snapshots were gone too.
In the newsletter, I wrote the full timeline + what I changed so this doesn't happen again.
If you use Terraform (or let agents touch infra), this is a good story for you to read.
https://t.co/Mbi3oM4HMn
@HackingDave Isn't it crazy? I have never made a real UI in my life before Claude (not counting geocities π ) and now I swear I rip 20k loc of frontend every week