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General Agents

Woh tools jo sirf baat nahin karte: kaam karte hain. In mein se aik ko drive karna seekhein; book mein aage ki har cheez isi par banti hai.

Foundations ne aap ko sikhaya ke AI kya hai aur use istemaal karte hue apni judgment kaise bachani hai. Yeh section woh jagah hai jahan aap woh tool uthate hain jo aap baqi book mein istemaal karenge: aik general agent, yani aisa AI jo sirf answer nahin karta, balkay act karta hai. Yeh aap ki files kholta hai, unhein parhta hai, code likhta aur run karta hai, aur task complete karne ke liye doosri apps bhi istemaal karta hai.

Is section mein aane ke do darwaze hain, aur kaunsa lena hai yeh sirf is par depend karta hai ke aap kaun hain:

Idea wahi hai, audience alag hai: aisa AI jise aap real work karwane ke liye direct karte hain, na ke aisa AI jis se aap sirf chat karte hain.

Yeh poori book ka hinge hai. Is ke baad aane wali lagbhag har cheez yeh maan kar chalti hai ke aap general agent drive kar sakte hain. Mode 1 (aik problem aik dafa solve karna) aur Mode 2 (permanent worker manufacture karna), dono asal mein "aap aur aik general agent" hain. Optional Personal Agent Harnesses bridge bhi apna harness inhi tools mein se kisi aik ke through install aur run karta hai. Is liye yeh woh skill hai jise aap sab se zyada reuse karenge. Baad mein, yehi general agent jise aap yahan drive karte hain, woh tool ban jaata hai jise aap workers build karne ke liye istemaal karte hain. Tool wahi, kaam bara.

Yeh section teen stages mein​

Chaar courses aap ko aik hi line par aage le jate hain: tool ko har second pakar kar chalane se, usay precisely direct karne tak, aur phir aisa loop design karne tak jo usay aap ke liye chalata hai.

General Agents path ka diagram, teen stages mein, baayein se daayein. Baayein taraf note dikhata hai ke aap Foundations se aate hain. Stage 1, "Drive," general agent operate karna seekhna hai: Claude Code aur OpenCode, ya Cowork aur OpenWork. Stage 2, "Direct," Spec-Driven Development hai. Stage 3, "Delegate the loop," Loop Engineering hai. Aage ka arrow Modes 1 aur 2 tak jata hai. Caption kehta hai: pehle Drive, phir Direct, phir Delegate the loop.

Stage 1: Drive​

General agent ko achhi tarah operate karna seekhein. Jo course aap se match karta hai woh karein; doosra baad mein utha sakte hain.

  • Agentic Coding: Claude Code aur OpenCode - un logon ke liye jo code ke saath kaam karte hain. Plan mode, context management, rules file, skills, subagents, aur connectors (MCP): coding agent ko kaise drive karein taake woh aap ki files parhe, plan propose kare, edits kare, aur aap ko result check karne de.
  • Professionals ke liye Cowork aur OpenWork - baqi sab ke liye. Wahi qisam ka agent desktop app mein, jo professional work ke liye bani hai (documents, spreadsheets, slides, research), taake usay kaam par lagane ke liye aap ko terminal chhoona na pare.

Stage 2: Direct​

Drive karne se result milta hai; direct karne se har dafa sahi result milta hai.

  • Spec-Driven Development - agent ko vague instructions dena band karein aur usay likhi hui spec dein: exactly kya karna hai, kis par karna hai, aur "done" ka matlab kya hai. Clear spec woh farq hai jo guessing agent aur target hit karne wale agent ke darmiyan hota hai, aur Mode 2 mein cross karte waqt yehi pehli cheez aap saath le jate hain.

Stage 3: Loop delegate karein​

Is section ka aakhri step autonomy ka pehla taste hai, abhi bhi unhi tools ke andar jinhein aap pehle se jaante hain.

  • Loop Engineering - tool pakar kar rakhne se aisa system design karne tak ki chhalang jo agent ko aap ke liye prompt karta hai. Aap aik chhota loop banate hain jo wake up karta hai, dekhta hai kya badla, tay karta hai kya karne layak hai, har job agent ko deta hai, result check karta hai, aur sirf un decisions ke liye aap ko bulata hai jinhein waqai insaan ki zaroorat hai. Valuable skill aap ke likhe prompt se hat kar aap ke design kiye loop mein aa jaati hai. Yehi aage ki har cheez ka natural doorway hai.

Pehle aap ko kya chahiye​

Pehle Foundations section karein, khaas taur par AI ke Daur Mein Sochna (apni judgment bachana) aur Skills aur Connectors (woh plugins jin se general agent aap ke tools aur data tak pahunchta hai). Aap ko programmer hona zaroori nahin: agar aap nahin hain, to Cowork aur OpenWork wala darwaza lein aur aap theek rahenge.

Yeh kahan le jaata hai​

Jab aap general agent ko drive, direct, aur loop kar sakte hain, to baqi book khul jaati hai. Optional Personal Agent Harnesses section bas aage hai, agar aap aisa worker own karna chahte hain jo aap ki apni infrastructure par chalta hai. Phir woh fork aata hai jis par poori book ghoomti hai: Mode 1 - Problem-Solving, jahan aap aik problem aik dafa solve karne ke liye general agent istemaal karte hain, aur Mode 2 - Manufacturing, jahan aap permanent worker build karte hain jo usay hamesha solve karta hai.

Book ka arc aik line mein: Foundations se samajhna, General Agents se drive karna, aur do modes se kaam mein lagana.

Jo darwaza aap se match karta hai, us se shuru karein: agar aap code ke saath kaam karte hain to Claude Code aur OpenCode, agar nahin karte to Cowork aur OpenWork.