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docs(fde): fix typos, Codex/Gemini descriptions and resource titles
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
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Claude Sonnet 5.5
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# APIs Design
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# API Design
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API design is the process of defining how services communicate with each other through well-structured interfaces. Good API design involves choosing the right protocol (REST, GraphQL, gRPC), defining clear resource models, handling errors consistently, and versioning carefully.
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# APIs Design
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# API Design
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API design is the process of defining how services communicate with each other through well-structured interfaces. Good API design involves choosing the right protocol (REST, GraphQL, gRPC), defining clear resource models, handling errors consistently, and versioning carefully.
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@@ -6,5 +6,5 @@ Visit the following resources to learn more:
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- [@roadmap@Visit the Dedicated AWS Roadmap](https://roadmap.sh/aws)
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- [@official@AWS Cloud Essentials](https://aws.amazon.com/getting-started/cloud-essentials/)
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- [@official@AWS Training and Certification](https://aws.amazon.com/training/?trk=50fd1d88-f5af-4fa6-9b0b-5a8afc70d2f0&sc_channel=ps&trk=50fd1d88-f5af-4fa6-9b0b-5a8afc70d2f0&sc_channel=ps&ef_id=Cj0KCQjw2_TQBhCnARIsAF3-XhyfwvjJ5p5jx-ax1ZtJ-OhBvXe_kMG6L2PQ-4tzdtYR04RkwTcZ7a4aAq3kEALw_wcB:G:s&s_kwcid=AL!4422!3!795841471846!e!!g!!aws%20courses!23533256377!189966199662&trk=50fd1d88-f5af-4fa6-9b0b-5a8afc70d2f0&sc_channel=ps&ef_id=Cj0KCQjw2_TQBhCnARIsAF3-XhyfwvjJ5p5jx-ax1ZtJ-OhBvXe_kMG6L2PQ-4tzdtYR04RkwTcZ7a4aAq3kEALw_wcB:G:s&s_kwcid=AL!4422!3!795841471846!e!!g!!aws%20courses!23533256377!189966199662&gad_campaignid=23533256377&gbraid=0AAAAADjHtp-d6KYp4kcG8UBYRNKgIuXZy&gclid=Cj0KCQjw2_TQBhCnARIsAF3-XhyfwvjJ5p5jx-ax1ZtJ-OhBvXe_kMG6L2PQ-4tzdtYR04RkwTcZ7a4aAq3kEALw_wcB)
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- [@official@AWS Training and Certification](https://aws.amazon.com/training/)
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- [@video@AWS Certified Cloud Practitioner Certification Course](https://www.youtube.com/watch?v=7HKot-brXFE)
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@@ -5,5 +5,5 @@ Evaluation pipelines are automated systems for measuring the quality of an AI mo
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Visit the following resources to learn more:
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- [@article@LLM evaluation: a beginner's guide](https://www.evidentlyai.com/llm-guide/llm-evaluation)
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- [@article@Building an Evaluation Harness for Production AI Agents:](https://towardsdatascience.com/building-an-evaluation-harness-for-production-ai-agents-a-12-metric-framework-from-100-deployments/)
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- [@article@Building an Evaluation Harness for Production AI Agents](https://towardsdatascience.com/building-an-evaluation-harness-for-production-ai-agents-a-12-metric-framework-from-100-deployments/)
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- [@video@LLM Evaluation course](https://www.youtube.com/watch?v=rHs0sP7b5fM&list=PL9omX6impEuMgDFCK_NleIB0sMzKs2boI)
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@@ -1,6 +1,6 @@
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# Codex
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Codex is OpenAI's code-focused model, trained on large amounts of public code, and the model that powers GitHub Copilot. It can generate code from natural language descriptions, complete functions, and assist with documentation. It is one of the foundational tools in the AI-assisted coding ecosystem that FDEs may use or encounter in customer engineering teams.
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Codex is OpenAI's AI coding agent. It can write features, fix bugs, explain unfamiliar codebases, and propose pull requests, running in the terminal, in IDEs, or in the cloud. For FDEs, it is a practical way to move quickly inside customer repositories, and it is a tool customer engineering teams may already be using.
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Visit the following resources to learn more:
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# Gemini
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# Gemini CLI
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Gemini CLI is Google's command-line AI tool for developers. It assists with code generation, explanation, and refactoring directly in the terminal. It is a practical option if you are already working within Google's ecosystem or want a powerful AI assistant without switching away from your existing terminal workflow.
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Visit the following resources to learn more:
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- [@official@Google Gemini](https://gemini.google.com/)
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- [@opensource@Gemini CLI](https://github.com/google-gemini/gemini-cli)
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- [@video@Gemini Essentials](https://www.youtube.com/watch?v=XKOR4h3CrwE)
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- [@official@What is a large language model (LLM)?](https://www.cloudflare.com/en-gb/learning/ai/what-is-large-language-model/)
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- [@video@How Large Language Models Work](https://www.youtube.com/watch?v=5sLYAQS9sWQ)
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- [@video@Building Large Language Models (LLMs) - Standford University](https://www.youtube.com/watch?v=9vM4p9NN0Ts)
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- [@video@Building Large Language Models (LLMs) - Stanford University](https://www.youtube.com/watch?v=9vM4p9NN0Ts)
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@@ -6,4 +6,4 @@ Visit the following resources to learn more:
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- [@article@What is LLM observability?](https://www.ibm.com/think/topics/llm-observability)
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- [@article@LLM Evaluation and AI Observability for Agent Monitoring](https://blog.jetbrains.com/pycharm/2026/05/llm-evaluation-and-ai-observability-for-agent-monitoring/)
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- [@video@https://www.youtube.com/watch?v=Q9zd548hqiQ](https://www.youtube.com/watch?v=Q9zd548hqiQ)
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- [@video@LLM Observability: The Breakdown](https://www.youtube.com/watch?v=Q9zd548hqiQ)
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@@ -5,5 +5,5 @@ SQL, or Structured Query Language, is the standard language for interacting with
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Visit the following resources to learn more:
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- [@roadmap@Visit the Dedicated SQL Roadmap](https://roadmap.sh/sql)
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- [@article@Introduction to SQl](https://www.thoughtspot.com/sql-tutorial)
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- [@article@Introduction to SQL](https://www.thoughtspot.com/sql-tutorial)
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- [@article@SQL Tutorial](https://www.sqltutorial.org/)
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