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News
# 3 Ways I Use AI to Auto-Generate Playwright Locators
7+ hour, 9+ min ago (381+ words) If you've maintained a Playwright suite for more than a few months, you know the real cost isn't writing tests — it's the constant locator rot. A designer tweaks a class name, a component gets refactored, and suddenly a dozen tests…...
A Screenshot Is Not an Agent Failure Artifact
9+ hour, 24+ min ago (593+ words) A screenshot of an execution tree looks useful in a pull request. It is also missing almost everything a skeptical reviewer should ask: Raw JSONL answers some of those questions and creates another problem: it may contain identifiers, attributes, or…...
A 201 response is not an integration test: testing the webhook and final state
10+ hour, 14+ min ago (861+ words) A payment API can create a resource successfully while the work behind that resource is still pending. If the test stops at 201 Created, it has checked resource creation, not the completion of the payment workflow. I'm the developer of Lucidra,…...
Snapshot Exit, Stdout, and Stderr Before One Flag Extract
10+ hour, 35+ min ago (963+ words) Messy CLIs fail at the process boundary, not helpers. Snapshot three channels before extracting one flag parser. Exit code, stdout shape, and stderr tokens form the contract. A flag extract looks local inside the editor. The process contract is not…...
The Refactor Nobody Asked For Is Your Most Important Work
7+ hour, 20+ min ago (282+ words) You’re working on a feature, and you notice something. The module you’re in has some inefficient patterns. The naming is confusing. There are three functions doing almost the same thing. You could just work around it, but it would be…...
My support agent wrote "I can see you were charged". Both lookups had failed.
14+ hour, 11+ min ago (591+ words) One real run: it drafted a good reply, invented an API endpoint, and claimed a lookup that returned 403. Tagged with ai, automation, devops, showdev....
/skill-doctor: 40 skills, 3,060 tokens a turn, and the wrong ones to cut
15+ hour, 12+ min ago (261+ words) We ran the new /skill-doctor command on the machine that runs our shop. It listed 40 skills costing... Tagged with claudecode, ai, devtools, productivity....
I Compared 8 Buffer Alternatives for 2026 (Including the One I Built)
11+ hour, 16+ min ago (798+ words) Eight Buffer alternatives compared on price at 10 and 30 accounts, platform coverage, approvals and API access. Written by the founder of one of them....
Google Sign-In Works in Debug but Fails in Production on Android? Check This Hidden SHA-1
19+ hour, 24+ min ago (1257+ words) It took me several days to find. The answer turned out to be a fingerprint that Play Console doesn't show you anymore. If you're here from a search, the short version is below. If your app uses Play App Signing…...
How pdlc-skills Makes Progress, Change Impact, and Quality Trends Visible
1+ day, 1+ hour ago (81+ words) The last post covered the quality chain. This one is about visibility. An AI can push three features... Tagged with ai, claudecode, testing, softwareengineering....