Maayo 8, 2026

Hawlgalinta Codex si badbaado leh barta OpenAI

Dulmar ku saabsan xakamaynada, xuduudaha, iyo telemetry-ga OpenAI ay u isticmaasho si ay u maamusho wakiilada koodh qorista ee socodka shaqada dhabta ah.

Soo kacaya…

Maadaama nidaamyada AI ay noqdaan kuwo awood badan, waxay si sii kordhaysa u shaqeeyaan iyagoo ku matalaya isticmaaleyaasha. Wakiillada koodh-qorista waxay si madax-bannaan dib ugu eegi karaan keydka koodhka, fulin karaan amarro, lana falgeli karaan qalabyada horumarinta. Kuwani waa hawlo markii hore u baahnaa in si toos ah uu bini’aadam u fuliyo.

Iyada oo la adeegsanayo Codex, waxaan u qaabeynay awoodahan iyadoo lala kaashanayo xakamaynada ay u baahan yihiin ururada si si amaan ah loogu hirgeliyo. Kooxaha amniga waxay u baahan yihiin habab lagu maamulo sida wakiilladu u shaqeeyaan: waxa ay geli karaan, goorta oggolaanshaha aadanaha loo baahan yahay, nidaamyada ay la falgeli karaan, iyo xogta telemetri ee jirta si loo sharaxo hab-dhaqankooda.

OpenAI, waxaan Codex u hawlgelinnaa annagoo leh dhowr yool oo cad: in wakiilka lagu hayo xuduudo farsamo oo cad, in soo saarayaashu loo oggolaado inay si dhaqso ah ugu dhaqaaqaan ficillada khatartoodu hooseyso, iyo in si cad loo muujiyo tallaabooyinka khatarta sare leh. Sidoo kale waxaan ilaalinaa telemetry-ga asaliga u ah wakiilka si aan u fahmi karno oo u kormeeri karno waxa wakiilku sameeyay. Marka la eego fulinta dhabta ah, taasi waxay ka dhigan tahay habaynta la maamulo, fulinta xaddidan, xeerarka shabakadda, iyo diiwaannada xogta ee u gaarka ah wakiilka.

Xakamaynta sida Codex u shaqeeyso

Waxaan ku howlgelinaa Codex mabda' fudud oo ah inuu noqdo mid wax soo saar ku leh gudaha deegaan xaddidan, ficillada maalinlaha ah ee khatarta yar waa inay ahaadaan kuwo aan khilaaf lahayn, iyo ficillada khatarta sare leh waa in la joojiyo si dib loogu eego.

Ku socodsiinta deegaan xaddidan oo ammaan ah iyo oggolaanshaha

Ansixinnada iyo ku socodsiinta gudaha deegaan xaddidan oo ammaan ah way wada shaqeeyaan. Ku socodsiinta gudaha deegaan xaddidan oo ammaan ah wuxuu qeexaa xadka farsamo ee fulinta, oo ay ku jiraan meelaha Codex wax ku qori karo, haddii uu gaari karo shabakadda, iyo waddooyinka weli la ilaaliyo. Xeerka oggolaanshaha ayaa go'aamiya goorta Codex ay tahay inuu codsado inuu tallaabo qaado, sida marka uu u baahan yahay inuu wax ka sameeyo meel ka baxsan socodsiinta gudaha deegaan xaddidan oo ammaan ah. Isticmaalayaashu waxay tallaabada ansixin karaan hal mar, ama nooca tallaabadaas ayay ansixin karaan inta kal-fadhigaas socdo.

Codsiyada ka gudba xadka sandbox-ka, waxaan isticmaaleynaa habka dib-u-eegista otomaatiga ah⁠(ku furmaa daaqad cusub), kaas oo ah sifo marka la daaro si otomaatig ah u ansixiya noocyo gaar ah oo codsiyo ah si loo yareeyo inta jeer ee isticmaaleyaashu ay tahay inay hakadaan oo ay oggolaadaan tallaabooyinka Codex. Codex wuxuu tallaabada la qorsheeyay iyo macnaha guud ee ugu dambeeyay u diraa wakiil-hoosaadka ansixinta otomaatiga ah, kaas oo si otomaatig ah u ansixin kara ficillada khatarta yar—ama ficillada khatarta sare leh marka ay jirto heer ku filan oo oggolaanshaha isticmaalaha ah—halkii uu isticmaalaha carqaladayn lahaa. Taasi waxay Codex ka dhigaysaa inuu sii wado shaqada caadiga ah, iyadoo weli hakad gelinayo hawlaha khatartoodu sarreyso ama ficillada yeelan kara cawaaqib aan la filayn.

TOML

1# config.toml
2
3# Turn on auto_review
4approvals_reviewer = "auto_review" 
5# Add known development directories to the sandbox automatically
6sandbox_workspace_write.writable_roots = ["~/development"] 
7
8# requirements.toml
9
10# Require Codex to operate inside the sandbox
11allowed_sandbox_modes = ["read-only", "workspace-write"]

Gelitaanka shabakadda

Ma socodsiinno Codex oo leh marin u hel dibadeed oo aan xadidnayn. Xeerarkeena shabakadda la maamulo wuxuu oggolaadaa bartilmaameedyada la filayo, wuxuu xannibaa bartilmaameedyada aanan rabin in Codex uu gaaro, wuxuuna uga u baahan tahay oggolaansho domain-yada aan la aqoon. Taasi waxay Codex u oggolaanaysaa inuu dhammeystiro socod-shaqooyinka caadiga ah ee la og yahay inay si fiican u shaqeeyaan, iyada oo aan la siin marin ballaaran oo shabakadeed.

TOML

1# requirements.toml
2
3# Ensure web fetch only comes from OpenAI's cache
4allowed_web_search_modes = ["cached"] 
5
6[experimental_network]
7# Turn on Network Proxy
8enabled = true
9# Allow Codex to interact with localhost
10allow_local_binding = true 
11# Block all requests to this domain
12denied_domains = ["pastebin.com"] 
13# Auto-allow requests to these domains
14allowed_domains = ["login.microsoftonline.com", "*.openai.com"]

Aqoonsiga iyo aqoonsiyada gelitaanka

Waxaan sidoo kale maamulnaa sida Codex uu u xaqiijiyo aqoonsigiisa. Aqoonsiyada CLI iyo MCP ee Oggolaansha furan waxaa lagu kaydiyaa keyring-ka OS-ka ee ammaanka ah, galitaanka waxaa lagu qasbaa inuu maro ChatGPT, marin u helkuna wuxuu ku xiran yahay goobta shaqada ee ChatGPT ee heer-shirkadeed. Taasi waxay ka dhigaysaa isticmaalka Codex mid ku xiran xakamaynnadayada heerka goobta shaqada, waxayna ka dhigaysaa dhaqdhaqaaqa Codex mid laga heli karo Madasha Diiwaannada U hoggaansanaanta ee ChatGPT ee goobtayada shaqada ee shirkadeed.

TOML

1# config.toml
2
3# Store CLI Auth Creds in OS Keychain
4cli_auth_credentials_store = "keyring"           
5# Store MCP Creds in OS Keychain
6mcp_oauth_credentials_store = "keyring"          
7# Require Auth via ChatGPT
8forced_login_method = "chatgpt"                  
9# Require Auth to Specific ChatGPT Workspace
10forced_chatgpt_workspace_id = "<workspace-uuid>"

Xeerarka

Waxaan isticmaalnaa xeerar si Codex uusan amar kasta oo shell-ka ah ugu arkin mid si isku mid ah ammaan u ah. Amarrada caadiga ah ee aan waxyeellada lahayn ee injineeradu ku isticmaalaan horumarinta maalinlaha ah waa la oggol yahay iyada oo aan oggolaansho loo baahnayn meel ka baxsan sandbox-ka, halka amarrada gaarka ah ee khatarta leh la xannibi karo ama oggolaansho looga baahan karo. Taasi waxay u oggolaanaysaa Codex inuu si dhakhso ah uga gudbo hawlaha injineernimada ee caadiga ah, iyadoo weli lagu qasbayo dib-u-eegis ama la xannibayo qaababka aynaan rabin in lagu socodsiiyo meel ka baxsan sandbox-ka.

Starlark

1# default.rules
2
3prefix_rule(
4    pattern = ["gh", "pr", ["view", "list"]],
5    decision = "allow",
6    justification = "Allows read-only GitHub PR inspection via gh CLI.",
7)
8prefix_rule(
9    pattern = ["kubectl", ["get", "describe", "logs"]],
10    decision = "allow",
11    justification = "Allows Kubernetes resource inspection for debugging.",
12)

Habaynada la maareeyo

Waxaan mawqifkan ku dabaqnaa annagoo adeegsanayna isku-dar shuruudo cloud-ka laga maamulo, doorbidyada la maareeyo ee macOS, iyo faylasha shuruudaha maxalliga ah. Shuruuduhu waa xakameenno uu maamuluhu dhaqan-geliyo oo isticmaalayaashu aysan awoodin inay ka tallaabaan. Dookhyada la maamulo ee macOS iyo faylasha shuruudaha maxalliga ah waxay noo oggolaanayaan inaan ilaalinno heer aasaasi ah oo joogto ah, iyadoo weli tijaabinayo habaynno kala duwan iyadoo loo eegayo kooxda, kooxda isticmaaleyaasha, ama deegaanka. Habaynadan waxay khuseeyaan meelaha maxalliga ah ee Codex, oo ay ku jiraan app-ka desktop-ka, CLI-ga, iyo fidinta IDE-ga.

Telemetry-ga u gaarka ah ee Wakiilka iyo raadraacyada hubinta

Xakamayntu waa kala bar shaqada oo keliya. Marka wakiillada la hirgeliyo, kooxaha amniga waxay u baahan yihiin muuqasho ku saabsan waxa ay wakiilladani samaynayaan iyo sababta. Diiwaannada amniga ee dhaqameed weli way waxtar leeyihiin marka la eegayo ficillada uu Codex qaaday, laakiin inta badan waxay ka jawaabaan waxa dhacay: hab-socod bilaabmay, fayl isbeddelay, isku-xir shabakad ayaa la isku dayay. Difaacayaashu weli waa inay ogaadaan sababta Codex wax u sameeyay, ama ujeeddada isticmaalaha.

Codex wuxuu kooxaha amniga siin karaa aragti ka warqabta wakiillada. Codex waxa uu taageeraa dhoofinta diiwaannada OpenTelemetry ee dhacdooyinka kala duwan ee Codex, sida weydiimaha isticmaalaha, go’aannada ansixinta qalabka, natiijooyinka fulinta qalabka, isticmaalka server-ka MCP, iyo dhacdooyinka oggolaanshaha ama diidmada wakiilka shabakadda. Diiwaannada dhaqdhaqaaqa Codex sidoo kale waxaa looga heli karaa Madasha U hogaansanaata OpenAI ee macaamiisha Enterprise iyo Edu.

TOML

1# config.toml
2
3[otel]
4log_user_prompt = true
5environment = "prod"
6
7[otel.exporter.otlp-http]
8endpoint = "http://localhost:14318/v1/logs"
9protocol = "binary"

OpenAI gudaheeda, waxaan isticmaalnaa diiwaannada Codex oo ay weheliyaan wakiilkayaga kala-soocidda amniga ee ku shaqeeya AI. Marka digniin bar-dhammaadka ay sheegto in Codex sameeyay wax aan caadi ahayn, qalabka amniga bar-dhammaadka wuxuu noo sheegayaa in dhacdo laga shakiyo ay dhacday. Diiwaannada Codex ayaa markaas gacan ka geysta sharxidda ujeeddada ku xeeran ee ka timaadda isticmaalaha iyo wakiilka. Wakiil kala-soocidda amniga ee AI-ga wuxuu adeegsadaa diiwaannada Codex si uu u baaro codsigii asalka ahaa, hawsha qalabka, go'aamada oggolaanshaha, natiijooyinka qalabka, iyo go'aan kasta oo siyaasadeed ama xannibaad shabakadeed oo khuseey. Wakiilka AI-da ee kala-soocidda amniga wuxuu falanqayntiisa u soo bandhiga kooxdayada amniga si ay dib ugu eegaan, si loo kala saaro hab-dhaqanka wakiilka ee la filayo, khaladaadka aan waxyeello lahayn, iyo hawlaha runtii mudan in loo gudbiyo heer sare.

Waxaan sidoo kale isla telemetry-gaas u isticmaalnaa hawlgal ahaan. Waxaan u isticmaalnaa diiwaannadan si aan u fahanno sida adeegisga gudaha ay isu beddelayso, qalabka iyo serverrada MCP ee la isticmaalayo, inta jeer ee sandbox-ka shabakaddu uu xannibayo ama uu soo saarayo codsiyo xaqiijin, iyo meelaha hirgelintu weli uga baahan tahay hagaajin. Diiwaanadan OpenTelemetry waxaa lagu dhex dari karaa SIEM iyo nidaamyada diiwaangelinta u hoggaansanaanta.

Eegista mustaqbalka

Maadaama wakiillada koodh-qorista sida Codex lagu dhex daro habsocodyada horumarinta, kooxaha amniga waxay u baahan yihiin qalab si gaar ah loogu talagalay maareynta isbeddelkan. Codex waxa uu bixiyaa meelaha xakamaynta, maareynta qaabeynta, socodsiinta go'doonsan, iyo telemetry faahfaahsan oo la socota wakiillada ee loo baahan yahay si loo xaqiijiyo adeegsi ammaan ah. Marka awoodahaas la helo, kooxaha amniga waxay awood u siin karaan Codex si kalsooni weyn leh, iyagoo isku dheellitiraya wax-soo-saarka soo saarayaasha iyo muuqashada iyo xakamaynta looga baahan yahay amniga shirkadaha waaweyn. Macluumaad dheeraad ah oo ku saabsan habaynta Codex waxaa laga heli karaa halkan⁠(ku furmaa daaqad cusub), macluumaadka API-da U Hoggaansanaantana halkan⁠(ku furmaa daaqad cusub).

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