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bongoDev | Prompt Engineering for Engineers Pro - Knowledge Hub

Knowledge Hub/Prompt Engineering for Engineers Pro

Englishবাংলা

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Prompt Engineering for Engineers Pro

Engineering-focused prompt design for turning goals, context and constraints into verifiable code, architecture, DevOps, cloud, troubleshooting, security, performance and production outcomes with safe AI-assisted workflows.

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৳ 320.00৳ 120.00Save ৳ 200.00

Lessons

50 published lessons · 1 free preview

Some lessons are not available in this language yet. Those lessons open in English.

01Prompt Engineering for Engineers Mental Model: Goal → Context → Constraints → Output → VerifyBuild the core engineering prompt loop that turns a vague request into a testable engineering outcome.শুরুর স্তর · 28 মিনিটের পাঠফ্রি প্রিভিউফ্রি প্রিভিউ
02What AI Is Good At—and Where Engineers Must Stay Skeptical

Understand where AI accelerates engineering and where ambiguity, hallucination, stale knowledge, or missing context creates risk.

শুরুর স্তর · 28 মিনিটের পাঠ

লক করা

লক করা

03Prompt Anatomy: Role, Objective, Context, Inputs, Constraints, Output & ValidationUse a reusable structure for prompts that produce implementation-ready engineering results.শুরুর স্তর · 32 মিনিটের পাঠলক করালক করা

04Context Engineering: Give AI the Right Evidence, Not EverythingSelect the minimum high-value architecture, code, logs, configs, errors, and constraints needed for a correct answer.মাঝারি · 32 মিনিটের পাঠলক করালক করা

05Define Success First: Acceptance Criteria, Non-Goals & Definition of DoneTurn subjective requests into explicit engineering acceptance criteria that AI output can be tested against.মাঝারি · 30 মিনিটের পাঠলক করালক করা

06Assumptions, Uncertainty & Missing Information: Make the AI Show Its BoundariesAsk for assumptions, uncertainty, missing evidence, and concise rationale without depending on hidden reasoning.মাঝারি · 30 মিনিটের পাঠলক করালক করা

07Output Contracts: Markdown, JSON, YAML, Tables, Diffs & File-by-File DeliverablesMake AI responses predictable and machine- or engineer-consumable with explicit output formats.মাঝারি · 34 মিনিটের পাঠলক করালক করা

08Examples & Few-Shot Prompting: Teach the Pattern You WantUse small representative examples to teach naming, style, structure, and decision patterns.মাঝারি · 30 মিনিটের পাঠলক করালক করা

09Task Decomposition: Break Large Engineering Problems into Solvable UnitsSplit architecture and implementation work into bounded stages with clear interfaces and validation.মাঝারি · 34 মিনিটের পাঠলক করালক করা

10Prompt Chaining: Requirements → Design → Build → Test → Review → OperateBuild multi-prompt workflows instead of forcing complex engineering projects into one oversized prompt.মাঝারি · 36 মিনিটের পাঠলক করালক করা

11Iterative Refinement: Critique, Revise, Compare & ConvergeImprove outputs systematically through targeted critique and revision rather than random re-prompting.মাঝারি · 32 মিনিটের পাঠলক করালক করা

12Long Conversations & Context Drift: Maintain a Reliable Working StatePrevent requirements, constraints, decisions, and current-state facts from drifting during long AI-assisted projects.মাঝারি · 30 মিনিটের পাঠলক করালক করা

13Tool-Aware Prompting: Files, Repositories, Shells, APIs & External SystemsTell an AI how to use available tools safely and what evidence to collect before changing anything.উন্নত · 34 মিনিটের পাঠলক করালক করা

14Source-Grounded Engineering Prompts: Documentation, RFCs & EvidenceForce technical recommendations to stay grounded in supplied documentation or explicitly verified sources.উন্নত · 34 মিনিটের পাঠলক করালক করা

15Code Generation Prompts: From Requirement to Reviewable ImplementationGenerate code with architecture context, interfaces, constraints, tests, error handling, and review criteria.মাঝারি · 38 মিনিটের পাঠলক করালক করা

16Refactoring Prompts: Improve Code Without Changing BehaviorUse AI to refactor incrementally while preserving contracts and proving behavior with tests.মাঝারি · 34 মিনিটের পাঠলক করালক করা

17Code Review Prompts: Bugs, Maintainability, Performance & SecurityTurn AI into a structured reviewer that ranks findings by evidence and severity.মাঝারি · 36 মিনিটের পাঠলক করালক করা

18Debugging Prompts: Hypotheses, Evidence & the Next Best TestUse AI as a diagnostic partner that separates facts from assumptions and proposes discriminating tests.উন্নত · 40 মিনিটের পাঠলক করালক করা

19Test Generation Prompts: Unit, Integration, Contract & Failure CasesGenerate tests from behavior and risk rather than maximizing line coverage blindly.মাঝারি · 36 মিনিটের পাঠলক করালক করা

20API Design Prompts: Contracts, Errors, Idempotency & EvolutionDesign APIs with explicit contracts, failure behavior, compatibility, security, and operational concerns.উন্নত · 36 মিনিটের পাঠলক করালক করা

21Database & Schema Prompts: Data Model, Constraints, Indexes & Migration SafetyPrompt AI for data design while requiring integrity, query patterns, indexing, migration, rollback, and scale analysis.উন্নত · 38 মিনিটের পাঠলক করালক করা

22Architecture Design Prompts: Requirements → Trade-Offs → Decision RecordCreate architecture recommendations that expose assumptions, alternatives, failure modes, and trade-offs.উন্নত · 42 মিনিটের পাঠলক করালক করা

23Docker Prompts: Production Images, Multi-Stage Builds & Runtime SafetyGenerate Docker artifacts with build efficiency, runtime security, health, and validation requirements.মাঝারি · 34 মিনিটের পাঠলক করালক করা

24Kubernetes Prompts: Workloads, Probes, Resources, Security & Rollout SafetyProduce Kubernetes manifests that include operational safeguards instead of only syntactically valid YAML.উন্নত · 40 মিনিটের পাঠলক করালক করা

25Terraform & IaC Prompts: Planable, Modular & Reviewable InfrastructureGenerate IaC with state, modules, security, naming, lifecycle, validation, and change-risk controls.উন্নত · 40 মিনিটের পাঠলক করালক করা

26CI/CD Prompts: Build, Test, Scan, Release, Rollback & EvidenceDesign pipelines around immutable artifacts, policy gates, least privilege, safe deployment, and recovery.উন্নত · 38 মিনিটের পাঠলক করালক করা

27Cloud Architecture Prompts: AWS, Azure & GCP Without Inventing InfrastructureGet cloud designs that state assumptions, estimate failure domains, and avoid fabricating account-specific details.উন্নত · 40 মিনিটের পাঠলক করালক করা

28Observability Prompts: Metrics, Logs, Traces, Dashboards & AlertsGenerate observability plans tied to user journeys, SLOs, failure modes, and actionable evidence.উন্নত · 38 মিনিটের পাঠলক করালক করা

29Incident & SRE Prompts: Triage Without GuessingUse AI during incidents to rank hypotheses, choose safe diagnostic steps, and preserve evidence and recovery focus.উন্নত · 42 মিনিটের পাঠলক করালক করা

30Performance Prompts: Bottlenecks, Load Tests & Optimization ExperimentsAsk AI to analyze performance evidence, design experiments, and avoid optimizing unproven bottlenecks.উন্নত · 40 মিনিটের পাঠলক করালক করা

31Security Review Prompts: Threat Modeling, Misconfiguration & Risk RankingUse AI for security review while demanding evidence, exploitability context, least privilege, and safe remediation.উন্নত · 42 মিনিটের পাঠলক করালক করা

32Documentation Prompts: README, ADR, Runbook, Playbook & HandoverGenerate documentation from actual system behavior, ownership, commands, risks, and operational procedures.মাঝারি · 34 মিনিটের পাঠলক করালক করা

33Migration & Upgrade Prompts: Compatibility, Sequencing & RollbackPlan framework, database, cloud, and platform upgrades with compatibility checks, staged rollout, and recovery.উন্নত · 40 মিনিটের পাঠলক করালক করা

34Logs, Metrics & Data Analysis Prompts: Turn Evidence into QuestionsPrompt AI to extract patterns from telemetry while preserving time windows, units, cardinality, and uncertainty.উন্নত · 38 মিনিটের পাঠলক করালক করা

35Reviewing AI-Generated Engineering Output: Make the Model Critique Its WorkRun a second-pass review for assumptions, missing edge cases, security, compatibility, and operational readiness.উন্নত · 36 মিনিটের পাঠলক করালক করা

36Verification Pipelines: Compile, Lint, Test, Plan, Dry-Run & ObserveConvert AI output into a sequence of deterministic checks before implementation or production use.উন্নত · 42 মিনিটের পাঠলক করালক করা

37Hallucinations & Phantom APIs: Detect Invented Packages, Flags & CapabilitiesRecognize and verify fabricated commands, libraries, options, resource types, product capabilities, and defaults.মাঝারি · 34 মিনিটের পাঠলক করালক করা

38Secrets, Privacy & Sensitive Engineering ContextSanitize credentials, PII, customer data, internal code, logs, and configs before sharing them with AI systems.উন্নত · 36 মিনিটের পাঠলক করালক করা

39Prompt Injection & Untrusted Instructions in Repositories, Logs & DocumentsTreat instructions embedded in untrusted content as data unless explicitly authorized by the engineering task.উন্নত · 40 মিনিটের পাঠলক করালক করা

40Destructive Commands & Change Safety: AI Must Not Become a Production FootgunRequire blast-radius analysis, backups, dry runs, approvals, and reversible steps before destructive actions.উন্নত · 40 মিনিটের পাঠলক করালক করা

41Prompt Anti-Patterns: Vague Goals, Prompt Bloat, Role Theater & Blind TrustRecognize common prompting habits that increase noise without improving engineering outcomes.মাঝারি · 32 মিনিটের পাঠলক করালক করা

42Prompt Debugging: Why the AI Produced a Bad Engineering ResultDiagnose bad outputs by checking goal, evidence, context, constraints, conflicts, format, and validation criteria.উন্নত · 38 মিনিটের পাঠলক করালক করা

43Prompt Quality Scorecard: Measure Usefulness, Correctness & VerifiabilityEvaluate prompts and outputs with a repeatable engineering scorecard instead of subjective preference.মাঝারি · 34 মিনিটের পাঠলক করালক করা

44Engineering Prompt Template Library: 10 Copy/Paste Production TemplatesUse ten reusable templates for architecture, code, review, debugging, DevOps, IaC, CI/CD, incidents, security, and performance.মাঝারি · 55 মিনিটের পাঠলক করালক করা

45Capstone Lab 1: AI-Assisted Feature Delivery from Requirement to Pull RequestUse a chained prompt workflow to turn a feature request into architecture, code, tests, review, and handover evidence.উন্নত · 55 মিনিটের পাঠলক করালক করা

46Capstone Lab 2: AI-Assisted Infrastructure & Kubernetes DeliveryGenerate and verify Docker, Terraform, Kubernetes, CI/CD, rollout, and rollback artifacts as one controlled workflow.উন্নত · 60 মিনিটের পাঠলক করালক করা

47Capstone Lab 3: AI-Assisted Production Incident InvestigationUse AI to investigate a cross-stack incident without surrendering evidence-based troubleshooting discipline.উন্নত · 60 মিনিটের পাঠলক করালক করা

48Team Prompt Standards: Shared Templates, Reviews, Versioning & GovernanceTreat high-value engineering prompts as maintainable team assets with owners, tests, versions, and security boundaries.উন্নত · 38 মিনিটের পাঠলক করালক করা

49Prompt Engineering Troubleshooting & Improvement PlaybookUse a systematic workflow to repair weak prompts and prove that the revised prompt improves engineering outcomes.উন্নত · 44 মিনিটের পাঠলক করালক করা

50Prompt Engineering for Engineers Pro CheatsheetConsolidate prompt structures, workflow patterns, safety checks, verification steps, and reusable templates into one reference.উন্নত · 55 মিনিটের পাঠলক করালক করা