<![CDATA[Stories by Rahul Gite on Medium]]> https://medium.com/@rahul.gite11?source=rss-be40f5bc012------2 https://cdn-images-1.medium.com/fit/c/150/150/1*lAdVQBesjffPMrd8G286qA.jpeg Stories by Rahul Gite on Medium https://medium.com/@rahul.gite11?source=rss-be40f5bc012------2 Medium Sun, 15 Nov 2026 00:09:00 GMT <![CDATA[An Avocado, a Microphone, and a Different Way to Work With Codex]]>

My experiments with making coding agents easier to understand, collaborate with, and trust during everyday development.

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]]> https://levelup.gitconnected.com/an-avocado-a-microphone-and-a-different-way-to-work-with-codex-0c88b980f8d7?source=rss-be40f5bc012------2 https://medium.com/p/0c88b980f8d7 Fri, 13 Nov 2026 17:43:05 GMT 2026-11-14T03:06:18.799Z <![CDATA[Six Agent Harness Techniques That Actually Worked for Me]]>

What building production AI agents taught me about context engineering, routing, cost optimisation, human intervention, and evaluation.

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]]> https://levelup.gitconnected.com/six-agent-harness-techniques-that-actually-worked-for-me-274afd768f9c?source=rss-be40f5bc012------2 https://medium.com/p/274afd768f9c Mon, 02 Nov 2026 05:12:07 GMT 2026-11-02T11:56:24.121Z <![CDATA[The Code Was Fast. Fixing It Wasn’t: My Experience With Spec-Driven Development]]>

My journey from repetitive prompting to spec-driven development, and what I learned about getting AI to write better production code.

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]]> https://levelup.gitconnected.com/the-code-was-fast-fixing-it-wasnt-my-experience-with-spec-driven-development-334df6b9facf?source=rss-be40f5bc012------2 https://medium.com/p/334df6b9facf Wed, 21 Oct 2026 21:29:11 GMT 2026-10-22T01:59:08.276Z <![CDATA[Google’s TabFM: Can We Finally Do Machine Learning Without Training a Model?]]>

Google’s new tabular foundation model brings zero-shot predictions to structured data.

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]]> https://levelup.gitconnected.com/googles-tabfm-can-we-finally-do-machine-learning-without-training-a-model-f2777a58f9b0?source=rss-be40f5bc012------2 https://medium.com/p/f2777a58f9b0 Wed, 21 Oct 2026 21:19:30 GMT 2026-10-22T02:00:37.978Z <![CDATA[Not Every AI Problem Needs a Description: Understanding Jev and System One Models]]>

How a new class of AI models is focusing on fast decisions, calibrated confidence, and the smaller tasks inside our AI applications.

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]]> https://levelup.gitconnected.com/not-every-ai-problem-needs-a-description-understanding-jev-and-system-one-models-f02c3ca01afe?source=rss-be40f5bc012------2 https://medium.com/p/f02c3ca01afe Mon, 12 Oct 2026 14:44:46 GMT 2026-10-12T16:22:06.168Z <![CDATA[The Last Mile of RAG: From Retrieved Chunks to a Trustworthy Answer]]>

Retrieval gives us evidence. But building a good RAG system also means deciding whether that evidence is enough, generating only from it…

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]]> https://levelup.gitconnected.com/the-last-mile-of-rag-from-retrieved-chunks-to-a-trustworthy-answer-e873ff2fffbe?source=rss-be40f5bc012------2 https://medium.com/p/e873ff2fffbe Wed, 07 Oct 2026 15:34:52 GMT 2026-10-08T04:10:52.532Z <![CDATA[What Google’s New SDLC Paper Got Right About AI-Assisted Software Development]]>

As coding agents make implementation cheaper, the real work is slowly moving towards specification, context, verification and judgment.

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]]> https://levelup.gitconnected.com/what-googles-new-sdlc-paper-got-right-about-ai-assisted-software-development-9bcc97879498?source=rss-be40f5bc012------2 https://medium.com/p/9bcc97879498 Mon, 28 Sep 2026 19:18:35 GMT 2026-09-29T12:36:58.392Z <![CDATA[Reranking for better relevance]]>

Retrieving relevant documents is only half the job. Reranking helps us identify which results actually deserve to become context.

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]]> https://levelup.gitconnected.com/reranking-for-better-relevance-b5694e49bdff?source=rss-be40f5bc012------2 https://medium.com/p/b5694e49bdff Mon, 21 Sep 2026 18:14:44 GMT 2026-10-11T18:11:37.777Z <![CDATA[Retrieving the Right Stuff: Context Extraction in RAG]]>

Precision matters. Strategies for embedding-based retrieval, chunking, and relevance scoring to extract useful context.

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]]> https://levelup.gitconnected.com/retrieving-the-right-stuff-context-extraction-in-rag-d02a3c7f2cc8?source=rss-be40f5bc012------2 https://medium.com/p/d02a3c7f2cc8 Tue, 30 Dec 2025 04:10:49 GMT 2026-10-11T18:13:28.114Z <![CDATA[What Stayed With Me After Reading Think Straight]]>

Five reflections on thinking clearer, simpler, and a little better every day

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]]> https://baos.pub/what-stayed-with-me-after-reading-think-straight-aa897f4c4d69?source=rss-be40f5bc012------2 https://medium.com/p/aa897f4c4d69 Mon, 18 Aug 2025 06:03:58 GMT 2025-08-18T06:03:58.418Z