41554 blogs · [ { "id": "01a0ca6b-17af-7336-91d1-2eef68bbdb57", "title": "Dipkumar Patel — ML, AI, and Distributed Systems", "url": "https://dipkumar.dev/", "published_at": "2026-06-17T16:17:24+00:00" }, { "id": "01a0ca6b-17af-7336-91d1-2eef6927a9c2", "title": "Blog — Machine Learning, AI Agents, LLM Internals | Dip", "url": "https://dipkumar.dev/blogs/", "published_at": "2026-06-17T16:17:24+00:00" }, { "id": "01a0876d-3676-721b-ad5b-39a1c281c609", "title": "Wordmaze: a one-shot, verifier-graded puzzle for RL", "url": "https://dipkumar.dev/posts/llm/wordmaze/", "published_at": "2026-06-03T13:30:00+00:00" }, { "id": "01a0876d-3676-721b-ad5b-39a1c2cb51ed", "title": "Claude Managed Agents: sharp edges and gotchas", "url": "https://dipkumar.dev/posts/agents/claude-managed-agents-gotchas/", "published_at": "2026-04-26T18:30:00+00:00" }, { "id": "01a0876d-3676-721b-ad5b-39a1c39d5c24", "title": "IndiGo: India's Affordable Growth Carrier, by the Numbers", "url": "https://dipkumar.dev/posts/markets/indigo-investor-view/", "published_at": "2026-04-22T18:30:00+00:00" }, { "id": "01a0876d-3676-721b-ad5b-39a1c3cd57fd", "title": "A Practical Cost Checklist for Agent and Harness Engineering", "url": "https://dipkumar.dev/posts/agents/agent-harness-cost-checklist/", "published_at": "2026-04-20T18:30:00+00:00" }, { "id": "01a0ca6b-17af-7336-91d1-2eef71d1292f", "title": "Positional Encoding and RoPE", "url": "https://dipkumar.dev/notes/llm/rope/", "published_at": "2026-04-18T07:14:41+00:00" }, { "id": "01a0ca6b-17af-7336-91d1-2eef69e37c42", "title": "Notes — Technical Knowledge Base | Dip", "url": "https://dipkumar.dev/notes/", "published_at": "2026-04-18T04:18:56+00:00" }, { "id": "01a0ca6b-17af-7336-91d1-2eef722f11a7", "title": "LLM — Notes | Dip", "url": "https://dipkumar.dev/notes/llm/", "published_at": "2026-04-18T04:18:56+00:00" }, { "id": "01a0ca6b-17af-7336-91d1-2eef72c983c0", "title": "Work — Experience & Education | Dipkumar Patel", "url": "https://dipkumar.dev/work/", "published_at": "2026-03-21T04:40:51+00:00" }, { "id": "01a0876d-3676-721b-ad5b-39a1c49a32e4", "title": "Agents Can Reason. They Still Can't Really Search.", "url": "https://dipkumar.dev/posts/agents/agent-search-problem/", "published_at": "2026-03-16T18:30:00+00:00" }, { "id": "01a0876d-3676-721b-ad5b-39a1c4d3719e", "title": "Bits per byte (BPB) for LLMs: tokenizer-agnostic loss", "url": "https://dipkumar.dev/posts/llm/bits-per-byte/", "published_at": "2025-10-15T17:29:08+00:00" }, { "id": "01a0876d-3676-721b-ad5b-39a1c57871f2", "title": "Creativity Is a Luxury", "url": "https://dipkumar.dev/posts/life/creativity-is-a-luxury/", "published_at": "2025-08-17T15:13:08+00:00" }, { "id": "01a0876d-3676-721b-ad5b-39a1c63d24d0", "title": "GPT-5 router: why chat apps will route across models", "url": "https://dipkumar.dev/posts/llm/gpt5-router/", "published_at": "2025-08-13T15:18:22+00:00" }, { "id": "01a0876d-3676-721b-ad5b-39a1c6c9f8a9", "title": "Instruction Aware Embeddings", "url": "https://dipkumar.dev/posts/rag/instruction-aware-embeddings/", "published_at": "2025-07-08T07:44:36+00:00" }, { "id": "01a0876d-3676-721b-ad5b-39a1c78cdc8d", "title": "How to improve RAG retrieval: recall, precision, and NDCG", "url": "https://dipkumar.dev/posts/rag/retrieval-imprv/", "published_at": "2025-03-08T06:53:53+00:00" }, { "id": "01a0876d-3676-721b-ad5b-39a1c7a910a4", "title": "AWS Bedrock Converse API: one endpoint for Claude, Llama, and Mistral", "url": "https://dipkumar.dev/posts/aws-bedrock/", "published_at": "2024-06-13T17:45:53+00:00" }, { "id": "01a0876d-3676-721b-ad5b-39a1c832ae74", "title": "Database audit fields: created_at, updated_at, created_by, updated_by", "url": "https://dipkumar.dev/posts/essential-db-design-1/", "published_at": "2024-04-17T06:05:38+00:00" }, { "id": "01a0876d-3676-721b-ad5b-39a1c8aa6040", "title": "KV cache in GPT: how it speeds up transformer inference", "url": "https://dipkumar.dev/posts/gpt-kvcache/", "published_at": "2023-02-12T06:32:55+00:00" }, { "id": "01a0876d-3676-721b-ad5b-39a1c934e72c", "title": "LC contest problems summary", "url": "https://dipkumar.dev/posts/leetcode-contest/", "published_at": "2021-11-28T11:39:55+00:00" }, { "id": "01a0876d-3676-721b-ad5b-39a1c9d64a71", "title": "Hugo commands", "url": "https://dipkumar.dev/posts/hugo-cmds/", "published_at": "2021-11-28T11:38:55+00:00" } ] posts Claim your blog

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2026

Dipkumar Patel — ML, AI, and Distributed Systems original ↗

17 Jun 2026

Blog — Machine Learning, AI Agents, LLM Internals | Dip original ↗

17 Jun 2026

Wordmaze: a one-shot, verifier-graded puzzle for RL original ↗

3 Jun 2026

Claude Managed Agents: sharp edges and gotchas original ↗

26 Apr 2026

IndiGo: India's Affordable Growth Carrier, by the Numbers original ↗

22 Apr 2026

A Practical Cost Checklist for Agent and Harness Engineering original ↗

20 Apr 2026

Positional Encoding and RoPE original ↗

18 Apr 2026

Notes — Technical Knowledge Base | Dip original ↗

18 Apr 2026

LLM — Notes | Dip original ↗

18 Apr 2026

Work — Experience & Education | Dipkumar Patel original ↗

21 Mar 2026

Agents Can Reason. They Still Can't Really Search.original ↗

16 Mar 2026

2025

Bits per byte (BPB) for LLMs: tokenizer-agnostic loss original ↗

15 Oct 2025

Creativity Is a Luxury original ↗

17 Aug 2025

GPT-5 router: why chat apps will route across models original ↗

13 Aug 2025

Instruction Aware Embeddings original ↗

8 Jul 2025

How to improve RAG retrieval: recall, precision, and NDCG original ↗

8 Mar 2025

2024

AWS Bedrock Converse API: one endpoint for Claude, Llama, and Mistral original ↗

13 Jun 2024

Database audit fields: created_at, updated_at, created_by, updated_by original ↗

17 Apr 2024

2023

KV cache in GPT: how it speeds up transformer inference original ↗

12 Feb 2023

2021

LC contest problems summary original ↗

28 Nov 2021

Hugo commands original ↗

28 Nov 2021