Niba Ukoresha Claude Cyangwa Gemini, Iki Cyaha cya Microsoft Gishobora Gushyira Amakuru Yawe mu Kaga

Igitero kigizwe na gahunda y’ubuhanga bwinshi bizwi nka Miasma worm cyatsindiye kwinjira mu bubiko bwa Microsoft bwa GitHub bwinshi, gishyiraho porogaramu mbi yateguwe kugira ngo ikore mu mashini y’ibafasha bya AI nka Claude Code, Gemini CLI, Cursor, na VS Code.

Ku ya 5 Kamena 2026, GitHub yahatiwe guhagarika mu buryo butunguranye ububiko 73 mu miryango ine ya Microsoft — harimo n’ibikoresho by’ibanze bya Azure — nyuma y’uko umugirwanga mubi yashyizemo porogaramu mbi yikwirakwiza yibya amakuru y’ibanga.

Niba ukoresha za agenti za AI kugira ngo ukoreshe cyangwa wandike code, dore ibyo ukwiriye kumenya kuri iki cyaha ndetse n’uburyo bwo kurengera ibidukikije byawe.

Umuhezo Utegwa Ute

Mu mateka, abahanga mu gukora porogaramu bahoraga bahangayikishijwe na porogaramu mbi zihishe mu nyandiko za lifecycle mugihe cyo gushyiraho paketi (nko gukoresha npm install). Miasma worm ihabwa ubushobozi bushya buteye ubwoba: porogaramu mbi ikora igihe uguye gusa dosiye y’umushinga.

Abagabye igitero babishoboye babikoresheje dosiye z’iboneza za agenti za AI zikoresha kugira ngo zimenye umushinga. Mu guhisha amabwiriza mabi mu nzitiro z’iboneza zisanzwe, porogaramu mbi ishuka agenti ya AI ngo ikore porogaramu mbi mu buryo bwikora.

Dore uko yibasira ibikoresho byihariye:

• Claude Code na Gemini CLI: Abagabye igitero bashyize dosiye mbi za .claude/settings.json na .gemini/settings.json. Zirimo inzitiro ya “SessionStart” ituma porogaramu mbi ikora mu buryo bucece igihe agenti ya AI ihuza na repository.
• Cursor: Injekturu y’ibwiriza muri .cursor/rules/setup.mdc ishuka Cursor AI ikawumvisha ko igomba gukora porogaramu mbi kugira ngo “itangize ibidukikije by’umushinga.”
• VS Code: Dosiye yahinduwe ya .vscode/tasks.json ikora porogaramu mbi mu buryo bwikora ako kanya dosiye ifunguwe.

Ibyo Porogaramu Mbi Yiba

Porogaramu mbi ubwayo ni dosiye nini ya JavaScript itari isobanutse (.github/setup.js) ifite ubunini bwa 4.6 MB kubaka mu rwego rumwe: kwiba amakuru y’ibanga mu buryo bukaze.

Iyo agenti yawe ya AI cyangwa IDE byarayikanguye, porogaramu mbi ihita ishaka:

• Urufunguzo rwa Cloud: Amakuru y’ibanga ya AWS, Google Cloud Platform (GCP) na Microsoft Azure.
• Amabanga y’umuhanga: Amabanga ya GitHub Actions akuwe mu butumwa bwa process.
• Ahantu h’ibanga ry’amagambo: Amakuru yuzuye avuye mu buyobozi bw’amagambo y’ibanga nka 1Password na gopass.
• Iboneza ry’ibikoresho: Amagambo y’ibanga ahishe muri dosiye za .env, iboneza rya Docker, ndetse n’ibidukikije bya Kubernetes.

Kubera ko porogaramu mbi yiba OAuth token zumwanya na urufunguzo rwa cloud, abagabye igitero barashobora kunyura mu mucanwa gakondo wo gusikana, bituma worm ikwira mu mitandaro y’ibigo hanyuma igashyiraho porogaramu mbi nyinshi mu izina ry’abahanga bizerwa.

Uko Wakwirinda

Ingingo ya agenti ya AI isaba impinduka mu buryo abahanga mu gukora porogaramu bakoresha code ifunguye. Gufungura repository itizerwa cyangwa yatewe mu mashini y’ibafasha ya AI byahinduye ingorane nk’iz’ugukoresha porogaramu iyo ari yo yose.

Niba vuba aha wakopoye cyangwa wakoresheje repository za Microsoft cyangwa Azure (cyane cyane hafi ya framework ya durabletask) ukoresheje Claude Code, Gemini CLI, cyangwa Cursor, wireke ngo ibidukikije byawe byashobora kuba byatewe.

Intambwe zo gukora ako kanya

1. Reba iboneza rishidikanywa: Mbere yo gufungura repository yo hanze mu kikoresho cya AI, suzuma dosiye y’ibanze ushaka dosiye zitateganyijwe za .claude, .gemini, .cursor, cyangwa .vscode. Shaka inzitiro “SessionStart” zerekeza kuri dosiye za JavaScript cyangwa shell utazi.
2. Hindura amakuru y’ibanga: Niba ukeyeka ko yashyizwe ahagaragara, ihindure ako kanya token zawe za GitHub Personal Access (PAT), urufunguzo rwa SSH, urufunguzo rwo gusinya CI/CD, ndetse n’amakuru y’ibanga yose yakoreshwa mu mitangaro ya cloud.
3. Kora audit ku nzure ya AI: Komeza urebe ko agenti zawe za AI zibujijwe mu buryo buvuzwe gukora porogaramu zikora ubwazo cyangwa kugera kuri dosiye z’abantu ku giti cyabo zitagombaga gukora nta buremere bw’umuntu.