Agent Self-Audit
Arag wixii wakiilkaaga AI uu dhab ahaan sameeyay.
Soo geli diiwaanka falalka wakiilkaaga. Waxaad heleysaa kooban is-hubin oo si cad loo qoray: waxa uu sameeyay, qaababka khatarta ah, daldaloolada kormeerka aadanaha iyo liis xakamayn oo la tixgelin karo.
- Waxba lama rakibo
- Qalab kasta
- 100 luuqadood
Eeg natiijo tusaale ah
Tusaale la samaystayClosed tickets were deleted with no approval on record.
- One delete_records call removed every ticket marked closed.
- No approver or sign-off appears next to it in the log.
- The same run also retried one failing call four times in a row.
Control to consider: require a named approver before any bulk delete.
Natiijo la samaystay oo muujinaysa qaabka. Warbixintaada waxaa laga qoraa diiwaankaaga gaarka ah.
Waxa uu raadiyaa
- Ficillo aan ogolaansho helin
- Sirro dibadda loo diray
- Meelaha isku celcelinta ah
- Isbeddellada fasaxa
- Faylkaaga waxaa lagu akhriyaa browser-kan. Horu-eegga bilaashka ah weligiis ma ka baxo qalabkaaga.
- Kadib bixinta lacagta, waxaa la dirayaa oo keliya kooban gaaban oo qarsoon: magacyada qalabka, tirooyinka, calaamadaha waqtiga, magacyada domain-yada la xiriiray iyo qaybo gaagaaban. Weligiis diiwaanka ceeriin lama diro.
- Waxba ma kaydino: ma jirto xog-ururin, mana jirto nuqul koobkaaga ama warbixintaada ah.
Soo geli diiwaanka wakiilkaaga
Ha soo gelin xogta shakhsiyeed ee dadka kale, erayada sirta ah, furayaasha ama macluumaadka ganacsiga ee xasaasiga ah. Email-ada, lambarada taleefanka, furayaasha, token-nada iyo lambarada akoonka si toos ah ayaa loo qarsoodiyaa, laakiin qarsoodiyuhu waa shabagga badbaadada, ma aha dammaanad.
Adigaa mas'uul ka ah waxaad soo gelisid: isticmaal oo keliya diiwaannadaada ama agab aad xaq u leedahay inaad wadaagto, oo hubi sawirrada shaashadda iyo dhoofinta marka hore, maxaa yeelay inta badan waxay muujiyaan wax ka badan sida aad u malaynayso. Faylka waxaa lagu akhriyaa qalabkaaga, waxbana ma kaydino. Warbixintu waxay qeexaysaa waxa wakiil AI uu sameeyay: ha u isticmaalin in lagu kormeero, lagu qiimeeyo ama lagu go'aamiyo dad shakhsi ahaan ah, sida shaqaalaha.
Ama ku dheji qoraalka diiwaanka
Qaabab la aqbalo
- Shaxanno: Excel (.xlsx) ama CSV leh safka cinwaanka iyo hal ficil saf kasta — tiir sida tool, action ama event, iyo si ikhtiyaar ah time, status ama approved_by.
- Diiwaanno qoraal cad ah: hal ficil sadar kasta, tusaale "2026-09-30 10:02 send_email to=…" ama "Calling search(…)". Qoraalka hoose ayaad sidoo kale ku dhejin kartaa.
- Dhoofinta xogta ChatGPT ama Claude (conversations.json): isticmaalka qalabka ee sheekooyinkaaga si toos ah ayaa loo akhriyaa.
- JSON, JSON Lines ama shay duubaya ({"events": [...]}), oo ay ku jiraan qoraallada OpenAI (tool_calls) iyo Anthropic (tool_use / tool_result).
- Sawirro iyo sawirro shaashadda (PNG, JPG, WebP), PDF, Word (.docx), PowerPoint (.pptx) iyo bogag web ah oo la keydiyay: qoraalka waxaa lagu akhriyaa qalabkaaga, ka dibna waa la qarsoodiyaa sida diiwaan kasta.
Tusaale (JSON Lines)
{"timestamp":"2026-09-28T09:00:02Z","tool":"search_tickets","input":{"status":"open","limit":20},"status":"ok"}
{"timestamp":"2026-09-28T09:00:05Z","tool":"read_ticket","input":{"id":"T-1042"},"status":"ok"}
{"timestamp":"2026-09-28T09:00:09Z","tool":"lookup_customer","input":{"email":"jane.doe@example.com"},"status":"ok"}Bixin ammaan ah oo Stripe ku shaqeysa. Hal bixin, hal warbixin.
Markaad bixiso lacagta, waxaad codsanaysaa gaarsiin degdeg ah, waxaadna ogolaanaysaa in xaqqaaga laabashada uu dhammaanayo marka warbixinta la gaarsiiyo. Waxaad xaqiijinaysaa inaad fahantay in warbixintu tahay kooban is-hubin ah: ma aha latalin sharci, ma aha shahaado, mana ahan dammaanad u hoggaansanaanta Sharciga AI ee Midowga Yurub (EU AI Act) ama sharci kasta oo kale. Shuruudaha · Asturnaanta
Horudhac mise warbixin buuxda: maxay lacag bixintu ku darsataa?
Horudhaca bilaashka ah wuxuu tiriyaa waxa dhacay. Warbixinta buuxda waxay akhrisaa diiwaannada wakiilkaaga marka la eego xaaladda, waxayna ku tusaysaa waxa marka hore la hagaajiyo.
Waxa warbixinta buuxdu ku siinayso
- Soo koobid af fudud ah oo ku saabsan waxa wakiilkaagu runtii sameeyay, iyada oo marka la eego xaaladda la akhriyay.
- Xakamayn la dhigo, oo loo kala horeeyay sida ay muhiim u yihiin.
- Liis hubin ah oo aad ka shaqayn karto una gudbin karto kooxdaada.
- Hoos-u-dejin aad kaydsan, la wadaagi, oo daabacan karto.
- Diiwaannadaadu way kula joogaan: horudhaca bilaashka ah wuxuu ku shaqeeyaa aaladaada gaarka ah.
Horudhaca bilaashka ah iyo warbixinta buuxda oo is barbar dhigan
Hal lacag bixin ah oo $19. Rukhsad ma jirto, waxna dib uma cusboonaysiiyo. Haddii warbixintaada aan la soo gaarsiin ama laguu soo qaado laba jeer, waxaad heli doontaa lacag celin buuxda.