"We have a PHP SDK ready for you."
What the developer did: pointed his AI at the Vatly docs and vibe-coded the entire integration in one shot.
Didn't even check what the AI had done. It just worked.
Documentation > SDKs when AI can read your docs?
"We have a PHP SDK ready for you."
What the developer did: pointed his AI at the Vatly docs and vibe-coded the entire integration in one shot.
Didn't even check what the AI had done. It just worked.
Documentation > SDKs when AI can read your docs?
Conference over. My talk was a success.
But it pays nothing. Nobody is banging on my front door with jobs because I gave a talk at a big conference.
I desperately need a job, coming up on 9 months unemployed.
I am looking for Incidents, SRE, or Platform work. I have been judged as overqualified for Senior roles, so my focus is Staff+ and such.
My LI profile is as good as anything for understanding my work history, so here it is:
You didn't build a Developer Platform. You built a Golden Cage.
IDPs built for control instead of consumption will always fail.
The architectural verdict:
https://platformengineering.org/blog/golden-cage-syndrome-why-internal-developer-platforms-fail
10-minute deployments vs. hours doing it manually!
AWS launched Agent Plugins for AWS, giving AI coding agents specialized deployment skills.
The initial deploy-on-aws plugin transforms workflows by accepting commands like "deploy to AWS" and generating complete pipelines with architecture recommendations, cost estimates, and infrastructure code.
More details on #InfoQ โจ https://bit.ly/4ldzDF4
#AWS #AIAgents #IaC #DevEx #AutomatedDeployment #CloudComputing
Johnny Ho (@randomjohnnyh)
Perplexity AI๊ฐ ๋ฐฐํฌยท๋ฐฐ์ (shipping)์ ๋ ์ฝ๊ฒ ๋ง๋ค์ด ์ฃผ๊ณ ์๋ค๋ ์์์ ๋๋ค. ์์ฑ์๋ ๊ฐ๋ฐ์ ๊ฒฝํ(devex)๊ณผ ์ธํ๋ผ ํ ๋๋ถ์ 'agentic coding'(์์ด์ ํธํ ์ฝ๋ฉ)์ด ์ ์ ์ฌ์์ง๊ณ ์๋ค๊ณ ์นญ์ฐฌํ๋ฉฐ, Perplexity ํ๋ซํผ์ ๊ฐ๋ฐ์ ํดยท์ธํ๋ผ ๊ฐ์ ์ ๊ฐ์กฐํฉ๋๋ค.
ActivityPub client developer experience is something like this.
Building a coherent feed with stateful objects requires comparing an Activity from the inbox, with whatโs in your outbox.
"Many organizations I have been involved with put their initial focus on the ticketing system as primary data source. I believe that is a mistake.
Work packages provide an overview of what happens across the production system. A ticketing system represents work. It is a model of reality. It is not reality. The code is the closest representation of reality in a software production system."
Read more... https://toscalix.com/2026/02/17/agls-business-intelligence-journey-understanding-activity/
๐๏ธ DevEx Talks โ Episode 1 is live!
Welcome to the first episode of #DevEx Talks, hosted by our Developer Advocate, @dianatodea . In this episode, sheโs joined by Marcos Placona, former Head of Developer Relations at Twilio and founder of DevRel Bridge and LinkIntel.
Just published Part 3 of my #AGL Business Intelligence series: "Understanding Activity"!
Now diving into code activity metrics, including advice for practitioners.
Read more: https://toscalix.com/2026/02/17/agls-business-intelligence-journey-understanding-activity/
Simon Willison (@simonw)
โ์ธ์ง์ ๋ถ์ฑ(cognitive debt)โ์ ๋ํ ์งง์ ์ฑ์ฐฐ์ผ๋ก, ๊ฒํ ๋์ง ์์ AI ์์ฑ ์ฝ๋๊ฐ ๋์ ๋๋ฉด ๊ตฌ์ถํ ์์คํ ์ ๋ํ ๋ช ํํ ์ ์ ์ ๋ชจ๋ธ์ ์์ด ์ดํ ์์ฌ๊ฒฐ์ ๊ณผ ๊ฐ๋ฐ์ด ์ด๋ ค์์ง๋ค๋ ๊ฒฝํ์ ๊ณต์ ํ๊ณ ์์ต๋๋ค.

Short musings on "cognitive debt" - I'm seeing this in my own work, where excessive unreviewed AI-generated code leads me to lose a firm mental model of what I've built, which then makes it harder to confidently make future decisions https://t.co/KUqQXDVNiS