Paperclip ke Saath Aik Workforce Banana: 90-Minute Crash Course
Saat scenarios. Kuch nahin se shuru kar ke aik aisi AI company tak jo asli cheezein banati hai, jise aap board ke taur par chalate hain.
Paperclip AI agents ki aik company chalane ke liye aik operating system hai. Aap goal tay karte hain aur kaam karne ke liye agents hire karte hain. Woh plan aur execute karte hain; aap sirf woh decisions approve karte hain jo maayne rakhte hain. Yeh aik startup ki tarah kaam karta hai: aap aik CEO agent hire karte hain, woh aik strategy propose karta hai, aur jab aap usay approve kar dete hain, to woh agent kaam ko tasks mein baant deta hai aur team ko assign kar deta hai.
Aakhir mein, taqreeban navve minutes mein, aap ke paas apne laptop par aik chalti hui AI company hogi:
- aik CEO jise aap ne hire kiya, jo board ke taur par aap ko report karta hai,
- aik team jise CEO ne hire kiya aur asli kaam delegate kiya, jahan har report apne tasks ka maalik hai, aur
- budgets, approvals, aur aik audit trail jo is sab ko aap ke control mein rakhte hain.
CEO leader hai, mazdoor nahin: woh plan aur delegate karta hai, aur jin specialists ko woh hire karta hai woh tasks poore karte hain. Jaise jaise company barhti hai, yehi pattern dohraya jata hai: aaj ke reports kal apni team wale managers ban jate hain.
(OpenClaw crash course kiya tha? Woh aik agent tha. Yeh woh company hai jis se aap un ki aik poori team chalate hain.)
📚 Parhane mein Madadgar
Poora Presentation Dekhein: Paperclip ke Saath Aik Workforce Banana
Yeh kaise kaam karta hai. Aap aik chhota folder download karte hain aur usay apne general agent (Claude Code ya OpenCode) mein kholte hain. Woh agent Node check karta hai, aik command se Paperclip install karta hai, aur sab kuch chalata hai; aap sirf woh calls lete hain jo sirf aik insaan le sakta hai: CEO ki strategy approve karna, aik hire tay karna, dashboard kholna. Paperclip free aur open source hai (hazaaron GitHub stars).
Har employee aik prebuilt agent (Claude Code, OpenCode, Codex, ya Gemini) ya kisi custom agent se chalta hai. Is course ke liye, jis mein aap pehle se logged in hain wohi istemaal karein: kisi alag API key ki zaroorat nahin. Aakhir ke qareeb aik exception aata hai: aik budget ko kisi agent ko sach much rokte hue dekhne ke liye, aap ko aik paid key chahiye hogi. Wahan pohanchne par us par mazeed baat.
Collaboration ka Pattern
Teen players. Aap board hain: aap woh calls lete hain jo sirf aik insaan le sakta hai. Aap ka general agent Paperclip ki command-line chalata hai aur kuch tootne par recover karta hai. Paperclip agents ke oopar wali layer hai: yeh company ko rakhta hai aur employees ko jagata hai. Aik naming note taake kuch confuse na ho: "aap ka general agent" woh tool hai jis mein aap paste karte hain; Paperclip ke apne employees role se jaane jaate hain, CEO aur us ke reports.
Yeh rahi woh poori structure jo aap banane wale hain:
Har scenario aik hi tarah chalta hai: aap plain-language prompts paste karte hain, aap ka agent aik plan propose karta hai aur kisi bhi destructive cheez se pehle poochta hai, aap approve kar ke dekhte hain, aur yeh aik aisi cheez par khatam hota hai jo aap dekh sakte hain. Zyada tar scenarios do chhote prompts istemaal karte hain, instructions ki aik deewar nahin.
Agar kuch bhi gharbar ho jaye, to aap ko CLI commands jaanne ki zaroorat nahin. Yeh paste karein:
Kuch kaam nahin kiya.
paperclipai doctorrun karein, sab se haaliya Paperclip server log parhein, mujhe plain language mein batayein ke aap kya dekh rahe hain, aur aik fix propose karein jise mein approve kar sakoon.
Download bas aik AGENTS.md brief hai jise aap ka agent khud parhta hai, wohi pattern jo pichle courses mein tha. Aap ka agent scenario 1 mein Paperclip aur us ke operator skills install karta hai, is liye aap khud koi setup command nahin chalate.
paperclip-workforce-base.zip download karein
Folder ko apne general agent mein kholein. Yeh aap aik baar set up karte hain: paperclip-workforce/ poore course ke liye aap ka folder hai.
cd paperclip-workforce
claude
cd paperclip-workforce
opencode
Aik paste confirm karta hai ke brief load ho gaya:
Paperclip ke liye aap kya kar sakte hain?
Agar reply specific Paperclip kaam ka naam le (install, aik CEO hire karna, strategy review, task board, budgets, audit log), to aap tayyar hain. Agar yeh generic AI baaton jaisa lage, to agent band karein, confirm karein ke aap paperclip-workforce/ folder ke andar hain, aur dobara launch karein.
Scenario 1: Paperclip Khari Karein aur Apni Company Banayein (~15 min)
Aik company aik self-contained AI organisation hai: aik goal, agents ki aik team, aik task board, aur aik budget. Goal woh hai jis tak baaqi sab kuch wapas jaata hai.
Pehla prompt: probe karein, phir plan karein.
Mein apne laptop par Paperclip chalana chahta hoon. Kuch bhi badalne se pehle, check karein ke meri machine par pehle se kya hai, phir plain language mein apna plan mujhe batayein: aap ko kya mila, aap kya karenge, aur kahan aap ko meri zaroorat hogi.
Aap ka agent AGENTS.md parhta hai, pre-install probe (Node version, purane installs, ports) run karta hai, aur aik plan propose karta hai. Agar usay koi purana state mile to woh usay chhoone se pehle aap ke decision ke liye ruk jaata hai. Plan parhein; agar kuch theek na lage to peeche dhakkein.
Doosra prompt: ise run karein, phir company banayein.
Plan acha lag raha hai, step by step aage barhein aur jo aap dekhte hain woh mujhe dikhayein; kisi bhi destructive cheez se pehle rukein. Jab Paperclip up ho jaye, to meri company banayein: ise Northwind naam dein, goal "aik weekly AI newsletter launch karna aur 90 dinon mein 1,000 subscribers tak pohanchna" rakhein, aur ise aik asli company goal ke taur par register karein jise CEO parh sake aur jis ke against plan kar sake, sirf aik tagline nahin. Aik chhoti monthly budget ceiling rakhein, bees dollars, taake shuru se hi spending capped rahe. Yeh require karein ke company kisi bhi naye agent ko hire karne se pehle mera sign-off le, taake mein team par control mein rahoon. Phir mujhe dashboard URL dein.
Tab poora jab: dashboard render hota hai, aur us par "Northwind" naam ki aik company dikhti hai jis mein aap ka goal aik aise goal ke taur par register hai jis par CEO act kar sake, aik budget ceiling, aur naye hires aap ki approval require karne ke liye set. Har baad ki action isi par banti hai.
Kisi bhi hire se pehle aap ki company, scenario 1 ka payoff:
Paperclip ke update hone par aap ka dashboard thora alag dikh sakta hai; jo maayne rakhta hai woh hai company, budget ceiling, aur aap ke pehle hire ka intezaar karti khaali roster.
Scenario 2: Apna CEO Hire Karein (~10 min)
Aik agent aik AI employee hai: aik role, aik manager jise woh report karta hai, aur aik budget. Aik ko hire karna aik contractor ko lene jaisa hai, siwaye is ke ke yeh aik model se chalta hai (aik adapter ke zariye plug kiya jata hai, woh plug jo aap ke provider se match karta hai). CEO pehla agent hai jise aap hire karte hain aur woh ikloota hai jis ka koi manager nahin: woh aap ko, board ko, report karta hai, aur aik baar chalne par goal parhta hai aur aik strategy propose karta hai.
Pehla prompt: CEO draft karein.
Mein apna CEO hire karna chahta hoon, Northwind ka pehla agent. Ise locally jis bhi coding agent mein mein logged in hoon usi par chalayein (Claude Code, OpenCode, Codex, Gemini CLI) Paperclip ke matching local adapter ke zariye, taake koi alag API key na lage. Aik sensible default chunein aur mujhe batayein ke kaun sa. Kuch bhi register karne se pehle setup mujhe dikhayein: role, adapter aur model, budget, aur heartbeat schedule. Budget modest rakhein, kuch dollars.
Doosra prompt: hire karein aur verify karein.
Acha lag raha hai. CEO ko aik hire ke taur par file karein aur approve karne ke liye mere paas layein. Aik baar jab mein approve kar doon, to dashboard mein usay confirm karein: us ka ID, ke woh mujhe report karta hai aur us ke oopar koi manager nahin, aur us ka pehla heartbeat kab due hai.
Jo gate aap ne scenario 1 mein arm kiya tha woh sab se pehle hire par bhi laagu hota hai: aap ka CEO bhi aik hire hai jis par aap sign off karte hain. Yehi to baat hai. Aap theek yehi dekhenge, CEO pending approval mein baitha hua aik Approve agent button ke saath, aap ka intezaar karta hua:
Tab poora jab: aap ke CEO ke hire ko approve karne ke baad, dashboard aik CEO agent dikhata hai, idle, aap ko report karta hua, heartbeat enabled. Us ne abhi kuch nahin kiya; woh agla scenario hai.
Scenario 3: CEO Aik Strategy Propose Karta Hai; Aap Use Approve Karte Hain (~15 min)
Aik heartbeat aik agent ki kaam karne ki scheduled baari hai: woh jaagta hai, aik hissa karta hai, aur agli baar tak log off ho jata hai. Apne pehle heartbeat par CEO aik cheez karta hai: woh aap ka goal parhta hai aur task board par pehle item ke taur par aik strategy draft karta hai, phir us item ko in_review mein move kar deta hai, board ka review lane. Jab tak aap sign off nahin karte kuch aage nahin barhta. Ise approve karna board ka act karna hai: aap us strategy ko in_review se done mein move karte hain.
Pehla prompt: pehla heartbeat fire karein.
CEO ka pehla heartbeat fire karein aur usay sochne dein. Jab woh apni strategy draft kar le aur meri review ke liye rakh de, to usay mujhe dikhayein aur mujhe samjhayein ke CEO kya propose kar raha hai.
Ise fire karein aur CEO live ho jata hai, real time mein kaam karta hua:
CEO jo exact plan likhta hai woh us ka apna hai; aap jo check kar rahe hain woh yeh hai ke us ne aik propose kiya aur phir ruk gaya, aap ka intezaar karta hua. Yeh rahi strategy jo aap ke review lane mein baithi hai, aik task jis ke saath aik plan attached hai:
(Aap aik lamhe baad khud ba khud fire hoti aik doosri run bhi dekh sakte hain. Woh aik automatic wake hai jise kuch naya karne ko nahin milta aur woh exit ho jaati hai, koi duplicate nahin; sirf jo heartbeat aap ne fire kiya usi ne kaam kiya.)
Doosra prompt: ise decide karein.
Mein ne strategy parh li. Mein ise jaisi hai waisi hi sign off kar doonga (ya aap ko woh aik tabdeeli bata doonga jo mujhe chahiye, aur aap CEO se usay revise karne ko kahenge). Ise done tak aage move karein, mujhe woh activity-log row dikhayein jo saabit karti hai ke mein ne, board ne, ise decide kiya, aur mujhe batayein ke CEO ab aage kya karne ke liye cleared hai.
Tab poora jab: strategy item in_review se done mein move ho gaya, us tabdeeli par activity-log row actor_type = user (aap, decider) dikhati hai, aur aap bata sakte hain ke jab tak aap ne sign off nahin kiya tab tak kuch aage kyun nahin barh saka.
Scenario 4: CEO Board Banata Hai aur Apna Pehla Teammate Hire Karta Hai (~20 min)
Aik task kaam ki aik unit hai, aik Jira ya Linear ticket ki tarah, siwaye is ke ke assignee aik agent hai. Aik approved strategy ke saath, CEO goal ko tasks mein baant deta hai, phir unhein assign aur delegate karta hai (pehle heartbeats par khud ko, aur specialists ko jaise jaise unhein hire karta hai), har aik ko aik lifecycle se hota hua move karte hue:
Yahin company aik workforce ban jaati hai, akela CEO nahin. CEO lead karta hai: woh strategy ko kaam mein badalta hai aur, kyunke goal aik agent se bara hai, woh kaam neeche saunpne ke liye (aap ke sign-off ke saath) aik specialist hire karta hai. Aap aik aise hire ko, jise aap ne approve kiya, woh task karte dekhenge jo CEO ne usay diya.
Pehla prompt: CEO ko act karne dein.
CEO ko approved strategy par act karne dein. Kuch heartbeats fire karein aur mujhe dikhayein ke woh kya karta hai. Woh khud aik do task khol sakta hai, magar goal aik agent se bara hai, is liye woh tay karega ke usay aik specialist chahiye aur aik hire request file karega (role, aik budget, woh kaam jis ka woh maalik hoga). Woh request mujhe dikhayein taake mein usay decide kar sakoon.
Hire aap ke inbox mein aik approval ke taur par aati hai, usi tarah ka sign-off jo aap ne strategy ko diya tha, aur jab tak aap haan nahin kehte company mein kuch nahin jurta. Hairaan na hon agar CEO pehle hire kare aur baaqi board ko aap ke decide karne tak roke rakhe: aik tez CEO marketing tasks tab tak nahin banayega jab tak un ka maalik aik marketer na ho. Aap aik do task dekh sakte hain jo us ne khud ke liye khole, ya aik khaali board jis par sirf hire request intezaar kar rahi ho; dono mein se koi bhi normal hai, aur aap ka decision hi woh hai jo kaam ko unblock karta hai.
Heartbeats aik schedule par bhi fire hote hain, sirf tab nahin jab aap kahein, is liye aik busy CEO wohi hire do baar file kar sakta hai ya kuch extra tasks khol sakta hai. Agar aap aik duplicate hire request dekhein, to bas extra wali reject kar dein; woh gate ka apna kaam karna hai. Aik baar jab aap ka specialist approved ho jaye aur kaam delegate ho jaye, to apne agent se kahein ke CEO ka heartbeat pause kar de taake woh bina dekhrekh ke kaam karna band kar de. Ise pause karna aik board move hai: autonomy woh cheez hai jo aap grant karte hain, aur aap usay wapas le sakte hain.
Doosra prompt: hire approve karein aur team ko sambhalte dekhein.
Mein is hire ko approve karta hoon. Specialist ko CEO ko report karte hue board par layein, phir aik CEO heartbeat fire karein taake woh approved strategy ko tasks mein baante aur unhein naye teammate ko saunpe. Mujhe board dikhayein: sub-tasks, un ka maalik kaun hai, aur ke kaam teammate ne kiya, CEO ne nahin.
Aik baar hire approved ho jane par, baaqi CEO khud kar deta hai: apne agle heartbeat par woh approved strategy ko sub-tasks mein baant deta hai aur naye teammate ko assign karta hai, jo assignment par jaagta hai aur unhein karta hai. Yehi payoff hai: kaam team karti hai, CEO nahin. Yeh tez chal sakta hai: aik hi cascade mein CEO tasks file karta hai aur teammate unhein kuch hi minutes mein khatam kar deta hai, is liye aap board kholein to kaam pehle se hua mil sakta hai. Woh poora hua board, har task teammate ne sign kiya, wohi hai: workforce apna kaam karti hui jab aap door the.
Optional, aik task ko live chalte dekhein. Kyunke cascade aap ke dekhne se pehle khatam ho sakta hai, aik report ko step by step kaam karte dekhne ka tareeqa yeh hai ke usay alag se aik task dein: apne agent se kahein ke aik fresh task banaye, usay teammate ko assign kare, aur us teammate ka heartbeat fire kare. Aap usay khud ba khud todo se in_progress se done tak move hote dekhenge. Yeh teammate ko aik specific piece saunpne ka bhi tareeqa hai, bajaye is ke ke CEO poora breakdown tay kare, ya CEO ke aik do heartbeat ke baad bhi delegate na karne par cheezon ko aage dhakkne ka.
Tab poora jab: aap ki company mein kam az kam do agents hain (CEO, aur aik specialist jo usay report karta hai), aik task jo CEO ne delegate kiya woh us specialist ne poora kiya (us ka comment thread asli kaam dikhata hai, teammate ne sign kiya, CEO ne nahin), aur aap us task ko company goal tak wapas trace kar sakte hain. Yeh aik workforce hai: aap decide karte hain, CEO lead karta hai, team kaam karti hai.
Scenario 5: Budget, Aap ka Safety Rail (~5 min)
Har agent aik spending cap rakhta hai, aur aap ne scenario 1 mein aik bees-dollar company cap rakha tha. Usool saadda hai: aik cap ke 80% par Paperclip aap ko warn karta hai, aur 100% par woh agent ko pause kar deta hai, taake aik bug ya aik runaway loop kabhi bhi sirf aik bounded amount hi cost kar sake. Yehi woh hai jo aik company ko chalta hua chhor dena safe banata hai.
Sachi baat: aik budget sirf woh spend count kar sakta hai jo per token bill hota hai, aur aap ka keyless local runtime kuch bill nahin karta. Paperclip har token ko $0 par record karta hai, is liye cap armed to hai par us ke against dhakkne ko kuch nahin; team chahe jitni mehnat kare, spend zero par hi flat rehta hai. (Har heartbeat aik reference figure print karta hai jaise cost=$0.71, yani aik metered key par is ki jo cost hoti; aap ka budget jo billed number count karta hai woh $0 hai.) Rail aaj nahin kaatta kyunke kaatne ko kuch hai hi nahin. Yeh us din kaatta hai jis din aap aik agent ko aik paid, per-token model ki taraf point karte hain, jo theek wohi hai jab aap chahte hain ke woh kaate.
CEO par aik one-dollar cap rakhein, phir mujhe woh spend dikhayein jo Paperclip ne sach much database mein record kiya. Mujhe saaf saaf batayein ke is ki kya cost hui aur kyun.
Tab poora jab: cap set hai, aap usool bata sakte hain (80% warn, 100% pause), aur aap ne woh sacha $0 khud dekh liya. Safety rail ab armed hai, is se pehle ke aap ko kabhi is ki zaroorat pare.
Agar aap kabhi aik pay-per-token API key wire karein, to usay apne shell mein export karein; ise kabhi project ki kisi file mein paste na karein, aur kabhi apne agent ko ise kisi mein likhne na dein. Agar koi key kahin aisi jagah pohanch jaye jahan usay nahin hona chahiye, to usay rotate karein.
Scenario 6: Aik CFO ki Tarah Audit Trail Query Karein (~10 min)
Aik company ke liye aik operating system ka matlab yeh hai ke us ke bahar ka koi (aik CFO, legal, compliance) sirf database se, seconds mein, reconstruct kar sake ke kya hua. Paperclip us history ko aik embedded Postgres database mein rakhta hai: activity_log mein har action ka aik row hota hai (company created, agent hired, strategy approved, task created), aur cost_events dollar story rakhti hai.
Yeh apne agent ko paste karein:
CFO banne ka waqt. Paperclip ke database se connect karein aur Northwind ke liye do queries run karein: pehli, "kya hua, tarteeb mein", har action apne actor aur jo us ne touch kiya us ke saath, sab se purana pehle; phir ab tak ki kul cost dollars mein. Mujhe SQL aur results dikhayein. Aakhir mein, woh activity-log row nikalein jahan mein ne, board ne, strategy ko done tak aage move kiya, aur un fields ki taraf ishara karein jinhein aik auditor yeh confirm karne ke liye use karega ke decider mein tha.
Agent aap ke install ki config se Postgres connection string assemble karta hai, history query run karta hai (poori spine: company created, CEO hired, strategy aap ne done tak move ki, aap ki approval ke saath aik specialist hired, tasks created, delegated, aur team ne done tak worked) aur cost query, phir aap ko strategy decision row dikhata hai: actor_type = user, board ko identify karne wala actor_id (local mode mein woh constant local-board hai), aur timestamp. Wohi actor_type column teammate ke kaam (agent) ko aap ke decisions (user) se alag batata hai.
Tab poora jab: history query aap ki poori run ki ordered story lautati hai, cost query aik asli number lautati hai, aur aap woh column naam bata sakte hain (actor_type) jo aik insaani decision ko aik agent action se alag batata hai.
Scenario 7: Apni Company ko Aik Asli Desk Dein, Taake Woh Asli Files Banaye (~10 min)
Peeche dekhein ke aap ki team ne kya produce kiya: landing-page copy, reader definition, topics ki list. Yeh sab board par comments ke taur par rehta hai. Company ne apna kaam describe kiya, par abhi aisa kuch nahin banaya jise aap pakar sakein. Ghaayab tukra aik workspace hai: aik asli folder (ya git repo) jis ki taraf aap company ko point karte hain, taake jab aik agent aik task kare to woh wahan asli files likhe, aur woh run ke baad bachi rahein. Yeh us employee, jo aap ko plan batata hai, aur us employee, jo aap ko file saunpta hai, ke darmiyaan ka farq hai.
Yeh Paperclip ka ikloota hissa hai jis ki exact wiring versions ke darmiyaan badalti rehti hai, is liye neeche ke prompts aap ke agent se kehte hain ke kuch bhi chhoone se pehle current steps ko live docs se confirm kar le.
Pehla prompt: aik folder connect karein.
Meri company ko kaam karne ki aik asli jagah dein. Northwind site ke liye aik fresh folder banayein, aik Paperclip project ko us ki taraf us ke workspace ke taur par point karein, aur mujhe batayein ke woh disk par kahan hai. Agar aik workspace connect karne ka tareeqa badal gaya hai, to pehle Paperclip ke live docs check karein, phir kuch bhi wire karne se pehle mujhe apna plan dikhayein.
Doosra prompt: team se aik asli artifact banwayein.
Ab CMO ko us project mein aik task saunpein: jo landing-page copy us ne pehle hi likhi (hero "AI you can use this week", subheadline, aur call to action) usay aik asli
landing-page.htmlmein badlein. CMO ka heartbeat fire karein, usay kaam karne dein, phir mujhe disk par woh file dikhayein aur usay kholein, taake mein dekh sakoon ke company ne kuch asli banaya, aik aur comment nahin.
Tab poora jab: aap ke folder mein aik asli file hai (aik landing-page.html, ya jo bhi aap ne manga), CMO ne likhi hui, jise aap aik browser mein khol sakte hain. Aap ki company ne kaam describe karna band kiya aur usay produce kiya. Yehi aik demo aur aik company ke darmiyaan ki lakeer hai.
Mahine Mein Aik Baar: Us Company ko Operate Karein Jo Ab Aap Chalate Hain (~10 min)
Aik company chalana aik chalti hui zimmedari hai, aik baar ka setup nahin, aur theek isi liye ise aik recurring review chahiye. Waqt ke saath yeh jama hota hai: har hire, budget change, aur setting aik chhota decision tha, aur chhote decisions drift karte hain. Bachao har step par chaukasi nahin hai; yeh aik fixed cadence par aik chhoti review hai. Yeh woh move hai jo aap mahine mein aik baar karte hain, aur jo run aap abhi karte hain wohi baseline hai jis ke against agla diff karta hai. Aap ise haath se kar sakte hain, ya, kyunke recurring kaam theek wohi hai jis ke liye Paperclip routines hain, ise aik routine ke taur par schedule karein jo aik cron par fire hoti hai taake company khud ko audit kare; Dynamic Workforce course routines banata hai.
Mera Paperclip monthly company audit run karein. Pichle audit ke baad se hired, configured, scheduled, approved, ya paused hui har cheez ko dekhein. Kisi bhi aisi cheez ko flag karein jis par mein ne explicitly sign off nahin kiya, kisi bhi aise agent ko jis ne productive kaam nahin kiya, kisi bhi aise budget ko jo drift kar gaya, aur kisi bhi aisi setting ko jo honi chahiye us se zyada loose hai. Ise aik hi chhoti report mein summarize karein jise mein approve ya trim kar sakoon, aur ise agle mahine ke liye baseline ke taur par save karein.
Aik achi audit aik clean ledger aur kasne ke liye loose knobs ki aik chhoti list ke saath wapas aati hai. Aam mushtabah: aik hire jo apne budget cap ke baghair andar aa gai (woh chupke se poori company ceiling inherit kar leti hai), aik agent jo aik saath bohat saari cheezein run karne ke liye set hai, aik config file jo ab live state se match nahin karti, ya aik task jo review mein ruki hai, aik aise decision ka intezaar karti jo sirf aap le sakte hain. In mein se koi failure nahin hai, yeh woh aam drift hain jo khud chalti hui aik company chupke se paida karti hai, aur unhein aik cadence par pakarna hi theek woh tareeqa hai jis se aap aik aisi cheez ke board bane rehte hain jo aap ke baghair chalti hai.
Tab poora jab: aap ke paas aik report hai jis par aap bharosa karte hain, aap kam az kam aik loose knob bata sakte hain jo us ne surface kiya, aur aap ne kam az kam aik decision liya (aik missing cap set karna, aik runaway concurrency kam karna, aik stale config refresh karna, aik idle agent retire karna, ya aik ruki hui task close karna). Apna calendar mark karein; agle mahine ka audit isi ke against diff karta hai.
Aap Poora Kar Chuke: Aap ne Kya Banaya
Aap ne sirf aik tool install nahin kiya, aur aap ne sirf aik demo nahin chalaya. Aik ghante se kam mein aap ne apne laptop par aik asli company khari ki aur usay aise operate kiya jaise aik founder aik board operate karta hai: aap ne aik goal tay kiya, aik CEO hire kiya, us ki strategy approve ki, usay jo specialist chahiye tha us par sign off kiya, team ko delegated kaam karte dekha, usay aik desk di taake us ka kaam disk par aik asli file ban jaye, phir poori run ko ledger se audit kiya. Aap ne jo har move ki, hire, approve, budget, delegate, audit, woh aik governance move thi, aik prompt nahin.
Aur company ab bhi wahin hai. Aap ne ise khatam nahin kiya; aap ne ise aik clean baseline par pause kiya. Laptop band karein aur yeh bani rehti hai, agents, org chart, kaam, audit trail, sab aap ke agle decision ka intezaar karte hue. Yeh aik jeeti jaagti cheez hai jo ab aap chalate hain.
Woh newsletter to rehearsal thi. Asli move yeh hai ke usi pattern ko aap ke goal ki taraf point karein: aik aisi company khari karein jis ka goal aap ka asli business ho, CEO ko propose karne dein ke usay kaise aage barhaya jaye, usay jo specialists chahiye woh hire karein, aur usay un budgets aur approvals ke under chalne dein jo aap ko board banaye rakhte hain. Yehi hai woh tareeqa jis se aap qareeb kisi bhi cheez ke gird aik AI-native company found karte hain, aur aap aik baar pehle hi yeh kar chuke hain.
Aap yahan se do cheezein le jaate hain. Paaedaar artifact AGENTS.md hai, woh brief jise aap ka general agent har session parhta hai, agle tool tak portable jis ke saamne aap aik agent rakhein. Paaedaar skill stance hai: autonomy woh cheez hai jo aap grant karte hain, default nahin, is liye aap tight budgets, hires aur strategy par zaroori sign-off, aur aik cadence par review ke zariye board bane rehte hain, tab bhi jab company khud chalti hai.
Aage Kahan Jayein:
| Aap chahte hain... | Yahan jayein |
|---|---|
| Aik fleet manage karne se pehle aik single agent ko aik durable workflow engine mein wrap karein | Digital FTE se Production Worker tak: Inngest durability envelope |
| Hiring ko aik callable capability mein badlein (agents jo policy ke under doosre agents hire karte hain) | Fixed se Dynamic Workforce tak: is course ka successor |
| Paperclip ke REST API ko kisi doosre agent ke andar se tools ke taur par use karein | current MCP server package ke liye docs.paperclip.ing check karein; version pin karein |
| Paperclip ko aik cloud ya shared host par deploy karein | docs.paperclip.ing par live docs; us par bharosa karne se pehle verify karein ke kya ship hua hai |
| OpenClaw ko insaanon aur aap ki company ke darmiyaan edge layer ke taur par wire karein | OpenClaw crash course |
| Apne agents ko kaam karne ke liye aik asli codebase dein | docs.paperclip.ing par Execution Workspaces guide: aik project connect karein taake agents asli code draft, edit, aur run karein |
| Jo FTE aap ne banaya (OpenAI Agents SDK, ya koi custom runtime) usay aik employee ke taur par hire karein | Apna khud ka agent layein: ise http adapter par hire karein; Paperclip aap ke agent ko kaam POST karta hai, woh task close karne ke liye wapas call karta hai |
| Recurring kaam ko aik schedule par rakhein (aik daily standup, aik weekly report) | Paperclip routines (cron ya webhook triggers); Dynamic Workforce course unhein banata hai |
| Poori company apne saath le jayein | Ise aik portable markdown package mein export karein, aik COMPANY.md saath mein har role ke liye aik AGENT.md, wohi brief pattern jo aap ne abhi seekha, phir ise re-import ya version-control karein |
Flashcards se Parhai ki Madad
Nalij Check
Aap ne abhi jin ideas se hokar guzre un par aik quick gated self-check.