https://muhammadamal.my.id/tags/ai/ Recent content in Ai on Hi, I'm Muhammad Amal Hugo en-us Wed, 04 Jun 2025 09:00:00 +0700 https://muhammadamal.my.id/blog/scaling-pgvector-to-billion-vector-workloads/ Wed, 04 Jun 2025 09:00:00 +0700 https://muhammadamal.my.id/blog/scaling-pgvector-to-billion-vector-workloads/ A practical engineer’s playbook for scaling pgvector 0.8 to billion-vector workloads on Postgres 17, covering HNSW, quantization, and partitioning. https://muhammadamal.my.id/blog/ai-assist-in-neovim-copilot-codeium-and-chatgpt-in-2024/ Mon, 22 Apr 2024 09:00:00 +0700 https://muhammadamal.my.id/blog/ai-assist-in-neovim-copilot-codeium-and-chatgpt-in-2024/ How Copilot, Codeium, and ChatGPT integrations stack up in Neovim in 2024. https://muhammadamal.my.id/blog/2023-llm-tooling-retrospective/ Wed, 27 Dec 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/2023-llm-tooling-retrospective/ Which 2023 LLM tools actually earned their place in a senior engineer’s daily workflow, and which got dropped. https://muhammadamal.my.id/blog/few-shot-prompting-in-context/ Tue, 17 Jan 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/few-shot-prompting-in-context/ Few-shot prompting: 2-3 examples beat long instructions. Cost trade-offs, example selection, where it wins. https://muhammadamal.my.id/blog/prompt-engineering-basics-engineers/ Fri, 13 Jan 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/prompt-engineering-basics-engineers/ Prompt engineering for engineers: structure, role priming, examples, schema. From 50% to 90% accuracy. https://muhammadamal.my.id/blog/openai-nodejs-integration-2023/ Tue, 10 Jan 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/openai-nodejs-integration-2023/ Node + OpenAI in 2023: SDK, prompt templates, Zod validation, p-retry, production patterns. https://muhammadamal.my.id/blog/openai-python-patterns-pitfalls/ Fri, 06 Jan 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/openai-python-patterns-pitfalls/ Python + OpenAI in 2023: SDK, prompt templates, JSON parsing, retries, async, production pitfalls. https://muhammadamal.my.id/blog/why-llm-integration-backend-2023/ Tue, 03 Jan 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/why-llm-integration-backend-2023/ Why backend engineers should integrate LLMs in 2023. Real cases beyond chatbots, OpenAI today, realistic path. https://muhammadamal.my.id/blog/ai-code-licensing-ip/ Wed, 21 Dec 2022 09:00:00 +0700 https://muhammadamal.my.id/blog/ai-code-licensing-ip/ AI code legal: training data, Copilot lawsuit, commercial use, compliance guidance. https://muhammadamal.my.id/blog/ai-coding-tools-2022/ Mon, 19 Dec 2022 09:00:00 +0700 https://muhammadamal.my.id/blog/ai-coding-tools-2022/ AI coding tools 2022: Tabnine, Codeium, CodeWhisperer. Privacy, perf, language coverage. https://muhammadamal.my.id/blog/copilot-for-tests-tdd/ Wed, 14 Dec 2022 09:00:00 +0700 https://muhammadamal.my.id/blog/copilot-for-tests-tdd/ Copilot for tests: where it helps, where it misses, TDD compatibility. https://muhammadamal.my.id/blog/ai-pair-programming-2022/ Mon, 12 Dec 2022 09:00:00 +0700 https://muhammadamal.my.id/blog/ai-pair-programming-2022/ Pair programming with AI: what works, what doesn’t, vs human pairing dynamic. https://muhammadamal.my.id/blog/reviewing-ai-suggested-code/ Fri, 09 Dec 2022 09:00:00 +0700 https://muhammadamal.my.id/blog/reviewing-ai-suggested-code/ Reviewing AI code: checklist, failure modes, why not to trust, vs human-written. https://muhammadamal.my.id/blog/copilot-prompt-style-comments/ Wed, 07 Dec 2022 09:00:00 +0700 https://muhammadamal.my.id/blog/copilot-prompt-style-comments/ Prompt-style comments steer Copilot. Patterns that improve quality, with examples. https://muhammadamal.my.id/blog/what-copilot-is-good-at/ Mon, 05 Dec 2022 09:00:00 +0700 https://muhammadamal.my.id/blog/what-copilot-is-good-at/ Copilot’s strengths + failures: granular. Excels at, fakes well, net-negative categories. https://muhammadamal.my.id/blog/a-year-with-github-copilot-in-production/ Fri, 02 Dec 2022 09:00:00 +0700 https://muhammadamal.my.id/blog/a-year-with-github-copilot-in-production/ Honest year with Copilot: where it accelerates, where it misleads, real workflow shift.