Adaptive kum vs Brittle Sɔhwɛ ahorow
Amanne kwan so sɔhwɛ automation bubu bere nyinaa. Ne ho ayaresa, adaptive execution yi flakiness fi hɔ na ɛsan nya ahotoso wɔ wo sɔhwɛ aba no mu.
Wɔkɔ so hwɛ so. Nsɛm a ɛwɔ mu no da mprempren nneɛma a wɔyɛ no tumi adi.
Ɔhaw a ɛfa brittleness ho no
Amanne kwan so sɔhwɛ automation yɛ nea ɛyɛ mmerɛw fi awosu mu. Nsakrae nketenkete ma cascading di huammɔ.
Flaky huammɔdi ahorow
Sɔhwɛ ahorow twa ɛtɔ mmere bi a, afoforo di nkogu, a mmara nsakrae biara nni mu.
Nsunsuansoɔ: Team hwere ahotoso a wɔwɔ wɔ sɔhwɛ mu aba mu; wobu ani gu nsɛmpɔw ankasa so.
Selector a ɛbubu
UI nsakrae nketenkete bubu sɔhwɛ ahorow pii.
Nsunsuansoɔ: Engineering bere a wɔdanee kɔsɔɔ nsiesie hwɛe.
Bere ho nsɛm
Sɔhwɛ ahorow di nkogu esiane mmirikatu tebea horow anaasɛ mmuae a wɔde ma brɛoo nti.
Nsunsuansoɔ: Workarounds te sɛ nna nsɛm de fragility ka ho.
Nneɛma a atwa yɛn ho ahyia ho nkate
Sɔhwɛ ahorow twam wɔ mpɔtam hɔ nanso edi nkogu wɔ CI mu.
Nsunsuansoɔ: Debugging bɛyɛ nea egye bere na ɛyɛ abasamtu.
Sɛnea adaptive execution di eyi ho dwuma
AI-powered execution dannan nsakrae ma nsakrae mmom sen sɛ ɛbɛbubu.
Nneɛma a wɔde hwehwɛ nneɛma mu a wɔsa wɔn ho yare
AI kyerɛ elements mpo bere a selectors sesa, de nsɛm a ɛfa ho ne nhyehyɛe a atwa ho ahyia di dwuma.
Nyansa mu twɛn
Dynamically twɛn tebea horow a ɛfata sen sɛ fixed timeouts.
Adwumayɛ nhyehyɛe mu nsakrae
Sesa sɔhwɛ nsuo bere a UI nhwɛsoɔ sesa berɛ a ɛkura adwene mu.
Nneɛma a atwa yɛn ho ahyia a wɔbɛma ayɛ nea ɛfata
Bu akontaa ma nsonsonoe a ɛwɔ nneɛma a atwa yɛn ho ahyia mu de tew atoro huammɔdi so.
Automatic san bɔ mmɔden bio ne nsɛm a ɛfa ho
Ɔsan de nyansa bɔ mmɔden, na ɛnyɛ atirimɔdensɛm a wɔsan yɛ no mpɛn pii kɛkɛ.
Ntotoe a wɔde toto ho wɔ nkyɛnkyɛn
Nkɛntɛnso a ɛtaa ba bere a wodan kɔ adaptive execution so no
Egyina nhwɛso ahorow a wɔahu wɔ adwumayɛbea ahorow a wɔde di dwuma nyinaa so.
Bere a wɔde yɛ sɔhwɛ ahorow a ɛyɛ flaky
Ansa na
Nnɔnhwerew 10-20/dapɛn
Wie a
Ɛbɛn zero
Atoro huammɔdi ahorow dapɛn biara
Ansa na
15-30 huammɔdi ahorow
Wie a
Wɔn a wonnii mfe 5
Sɔ nsiesie ratio hwɛ
Ansa na
40% wɔ QA bere mu
Wie a
Nea ennu 10% .
Pipeline a wɔde twa kwan no dodow
Ansa na
70-80%
Wie a
95%+
Hyɛ no nsow: Ɛsono nea efi mu ba wɔ ahyehyɛde ahorow mu. Eyinom gyina hɔ ma nkɔso a wɔtaa nya, na ɛnyɛ ahotoso.
Sɛnea Zof de adaptive execution di dwuma
- System Graph ntease: Agents te wo application nhyehyeɛ ase, ɛnyɛ ankorankoro elements nko ara.
- Multi-signal element a wɔde kyerɛ: Ɔde nsɛnkyerɛnne a wɔde aniwa hu, nhyehyɛe, ne nsɛm a ɛfa ho di dwuma de hwehwɛ nneɛma bere mpo a nea wɔpaw no sesa no.
- Kuw a egyina adwene so: Sɔhwɛ ahorow da adwene adi, na ananmusifo susuw ɔkwan a wɔbɛfa so anya bi wɔ mprempren tebea no mu.
- Adesua a ɛkɔ so: Agents ma adaptation tu mpɔn bere tenten a egyina wo application nhyehyɛe so.
Woasiesie wo ho sɛ wubeyi sɔhwɛ mu flakiness afi hɔ?
Hwɛ sɛnea Zof adaptive execution sesa pipeline ahotoso.