Quick answer: AI को JD, target stack, two shipped examples और one tradeoff दें. फिर short letter मांगें जिसमें impact invent न हो.
Engineering problem से शुरू करें
AI से पूछें कि role को product delivery, platform reliability, API work, data pipelines, frontend quality या incident response में क्या चाहिए. Letter पहले उसी need को answer करे.
Tool list नहीं, shipped proof इस्तेमाल करें
एक या दो shipped examples चुनें: launched service, performance fix, migration, internal tool या production bug fix. Tech stack तभी लिखें जब वह proof support करे.
Generator output control करें
Concise draft मांगें, फिर AI से unsupported claims, inflated seniority और resume-repeat sentences mark करवाएं.
Prompt
Act as a strict software engineering cover letter editor. Based on this JD, target stack, my shipped examples, and one technical tradeoff I handled, draft a concise cover letter. Do not invent metrics, team size, architecture ownership, or production impact.