Agent Self-Audit
Kia kite i ngā mahi a tō māngai AI i mahi ai ia.
Tukua ake te rārangi mahi a tō māngai. Ka whiwhi koe i tētahi whakarāpopoto arotake whaiaro i te reo mārama: ngā mahi i mahia e ia, ngā tauira morearea, ngā āputa i te aroturuki a te tangata, me tētahi rārangi tirotiro mō ngā whakahaere hei whakaaro.
- Kāore he mea hei whakauru
- Ngā pūrere katoa
- 100 ngā reo
Tirohia he tauira kitenga
He tauira i hangaia noaClosed 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.
He kitenga i hangaia noa hei whakaatu i te momo tuhi. Ka tuhia tō pūrongo i runga i tō ake hōtaka tuhi.
Ngā mea e rapua ana
- Ngā mahi kāore i whakaaetia e te tangata
- Ngā mea ngaro kua tukuna atu ki waho
- Ngā koromeke whakamātau anō
- Ngā huringa whakaaetanga
- Ka pānuitia tō kōnae i tēnei pūtirotiro. Kāore te arokite kore utu e wehe atu i tō pūrere.
- Whai muri i te utu, ko tētahi whakarāpopoto poto, huna anake ka tukuna: ngā ingoa taputapu, ngā tatau, ngā tohu wā, ngā ingoa rohe i whakapā atu ai ia me ētahi tangohanga poto. Kāore rawa te rārangi mahi mata.
- Kāore mātou e penapena i tētahi mea: kāore he pātengi raraunga, kāore he kape o tō whakarāpopoto, o tō pūrongo rānei.
Tukuna ake te rārangi mahi a tō māngai
Kaua e tukuna ake ngā raraunga whaiaro a ētahi atu, ngā kupuhipa, ngā kī, ngā mōhiohio pakihi matatapu rānei. Ka huna aunoatia ngā īmēra, ngā nama waea, ngā kī, ngā tohu me ngā nama pūkete, engari he kupenga haumaru te hunahuna, ehara i te kī taurangi.
Nāu te kawenga mō ngā mea e tukuna ake ana e koe: whakamahia anake ō ake rārangi mahi, ngā rauemi rānei he mana tāu ki te tohatoha, ā, arohia ngā hopu mata me ngā kaweake i mua, nā te mea he maha ngā wā he nui ake ngā mea e kitea ana i tō whakaaro. Ka pānuitia te kōnae i runga i tō pūrere, ā, kāore mātou e penapena i tētahi mea. E whakaatu ana te pūrongo i ngā mahi a tētahi māngai AI: kaua e whakamahia hei aroturuki, hei arotake, hei whakatau rānei mō ngā tāngata takitahi, pēnei i ngā kaimahi.
Whakapirihia rānei te kuputuhi o te rārangi mahi
Ngā hōputu e whakaaetia ana
- Ngā tūtohi: Excel (.xlsx) CSV rānei me tētahi rārangi ūpoko me te kotahi mahi mō ia rārangi — he tīwae pērā i te tool, action, event rānei, me te time, status, approved_by rānei hei kōwhiringa.
- Ngā rārangi mahi kuputuhi noa: kotahi te mahi ki ia rārangi, hei tauira "2026-09-30 10:02 send_email to=…" "Calling search(…)" rānei. Ka taea hoki e koe te whakapiri i te kuputuhi ki raro nei.
- Ngā kaweake raraunga ChatGPT, Claude rānei (conversations.json): ka pānuitia aunoatia te whakamahi taputapu i ō kōrerorero.
- JSON, JSON Lines, tētahi ahanoa takai rānei ({"events": [...]}), tae atu ki ngā tuhinga tuhi a OpenAI (tool_calls) me Anthropic (tool_use / tool_result).
- Ngā whakaahua me ngā hopu mata (PNG, JPG, WebP), PDF, Word (.docx), PowerPoint (.pptx) me ngā whārangi tukutuku kua tiakina: ka pānuitia te kuputuhi i runga i tō pūrere, ka huna pēnei i tētahi rārangi mahi.
Tauira (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"}Utu haumaru mā Stripe. Kotahi te utu, kotahi te pūrongo.
Ma te utu, ka tono koe kia tukuna tonutia, ka whakaae hoki ka mutu tō mana whakahoki i te wā e tukuna ai te pūrongo. Ka whakaae koe e mārama ana koe he whakarāpopoto arotake whaiaro te pūrongo: ehara i te tohutohu ture, ehara i te tiwhikete, ā, ehara i te kī taurangi mō te whakaaro ki te EU AI Act, ki tētahi atu ture rānei. Ngā Here · Tūmataitinga
Arokite, pūrongo katoa rānei: he aha te taapiri a te utu?
Ka tātaihia e te arokite utu kore ngā mea i puta. Ka pānuitia e te pūrongo katoa ō rākau rātaka kaiwhakahaere i roto i te horopaki, ka mea atu hoki he aha te mea hei whakatika i te tuatahi.
Ngā mea ka hoatu e te pūrongo katoa ki a koe
- He whakarāpopototanga reo ngāwari mō ngā mahi pono a tō kaiwhakahaere, i pānuitia i roto i te horopaki.
- Ngā mana whakahaere hei whakatū, kua raupapatia i runga i te taumahatanga.
- He rārangi tirohanga hei mahi whakamutu mā koe, hei tuku hoki ki tō rōpū.
- He tikiake ka taea e koe te pupuri, te tohatoha me te taa.
- Ka noho tonu ō rākau rātaka ki a koe: ka whakahaerehia te arokite utu kore i runga i tō ake pūrere.
Te arokite utu kore me te pūrongo katoa i te taha o tētahi
Kotahi te utu o $19. Kāore he pae ohaoha, kāore hoki he mea e whakahou aunoa. Mehemea kāore i tukuna tō pūrongo, mehemea rānei i rua ngā utu i a koe, ka whiwhi koe i te whakahoki utu katoa.