stop assigning incomplete browser reports straight to engineering if the start state, ordered steps, expected result, actual result, or readback is missing, the next owner should gather evidence. uncertainty needs a bounded test, not a guessed fix

a solving agent cannot infer risk from a final screenshot it needs the known start state, ordered actions, expected and actual results, permission boundaries, a passing control, and verified readback. humans still own impact and the acceptable final state

bug triage is becoming an ordered browser incident, not a ticket label over the next 6 to 18 months, solving agents will compare the path, first mismatch, controls, and verified readback before choosing the next bounded test guide: samelogic.com/blog/bug-triag…

agentic debugging will only be as good as its controls keep browser, data, page, and final choice fixed. change one condition at a time so the agent can tell which transition changed the outcome instead of generating confident noise

the future of bug reproduction is an executable incident, not a static report give the solving agent the ordered browser path, expected result, state transitions, and first mismatch so it can choose the next bounded test instead of guessing

My god this is such a good speech that every SWE needs to hear. You know what? Every person should hear it Keep the happy memories, eyes on the reality, be excited about the future. That’s the best that anyone can do

deterministic reproduction is not a promise that every user can trigger the bug it is a controlled claim: known start state, environment, inputs, and ordered actions let another person test the same failure guide: samelogic.com/blog/determini…

if a browser test passes alone but fails in the suite, run it with its immediate predecessor when the result changes, investigate state, data, order, or shared resources before touching the final assertion

retries are diagnostics, not repairs a retry can measure frequency or collect another trace. if it passes later, identify what changed between attempts before increasing the retry count

a passing rerun does not clear a flaky test it proves the conditions changed. preserve the first failing run, then compare the earliest mismatch before adding retries triage guide: samelogic.com/blog/flaky-tes…

i thought ai could imitate creativity. i didn’t think it could have taste but these new models understand creative direction in ways i didn’t expect for years claude is out here one shotting movies and we’ve just accepted that really exciting times

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codex down 🥲

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holy smokes - should this have been our launch video? 🥹