https://ninadpathak.com Technical documentation and developer content with tested examples, strong opinions, and an actual person behind it. en-us https://ninadpathak.com/articles/code-documentation/ Decide what belongs in code comments, generated reference, and written guides so each reader can find the right kind of answer. Tue, 18 Aug 2026 00:00:00 +0000 https://ninadpathak.com/articles/code-documentation/ https://ninadpathak.com/articles/documentation-headings/ Write documentation headings that tell a reader which task, decision, concept, or recovery path a section covers. Mon, 10 Aug 2026 00:00:00 +0000 https://ninadpathak.com/articles/documentation-headings/ https://ninadpathak.com/articles/docs-accessibility/ Test developer documentation for release-blocking accessibility failures in structure, code, links, visuals, keyboard use, and rendered output. Sun, 09 Aug 2026 00:00:00 +0000 https://ninadpathak.com/articles/docs-accessibility/ https://ninadpathak.com/articles/internal-vs-external-docs/ Compare internal and external documentation, decide where each page belongs, and split shared subjects without exposing private operating context. Thu, 06 Aug 2026 00:00:00 +0000 https://ninadpathak.com/articles/internal-vs-external-docs/ https://ninadpathak.com/articles/technical-docs/ Technical documentation helps a developer decide, start, use, and recover from a product. Choose each page by the task it owns. Wed, 05 Aug 2026 00:00:00 +0000 https://ninadpathak.com/articles/technical-docs/ https://ninadpathak.com/articles/documentation-types/ Understand the main types of technical documentation, study useful examples, and build a documentation system for users, teams, and coding agents. Wed, 05 Aug 2026 00:00:00 +0000 https://ninadpathak.com/articles/documentation-types/ https://ninadpathak.com/articles/documentation-best-practices/ Use a tested review card to make documentation tasks, failure states, limits, and ownership clear before readers need support. Sun, 02 Aug 2026 00:00:00 +0000 https://ninadpathak.com/articles/documentation-best-practices/ https://ninadpathak.com/articles/documentation-template/ Download a technical documentation template, learn what each page must prove, and turn its placeholders into trustworthy product docs. Sat, 01 Aug 2026 00:00:00 +0000 https://ninadpathak.com/articles/documentation-template/ https://ninadpathak.com/articles/documentation-structure/ Reorganize a documentation site around reader routes, canonical answers, tested labels, and direct redirects instead of mirroring the org chart. Thu, 30 Jul 2026 00:00:00 +0000 https://ninadpathak.com/articles/documentation-structure/ https://ninadpathak.com/articles/documentation-review/ Review documentation in four passes: product truth, reader route, rendered behavior, and release state, before polishing prose. Thu, 30 Jul 2026 00:00:00 +0000 https://ninadpathak.com/articles/documentation-review/ https://ninadpathak.com/articles/docs-seo/ Technical SEO for developer documentation: crawling, rendering, indexing, canonicals, internal links, Core Web Vitals, structured data, and search visibility. Thu, 30 Jul 2026 00:00:00 +0000 https://ninadpathak.com/articles/docs-seo/ https://ninadpathak.com/articles/agentic-workflows/ The repeatable five-stage process I run to take a task from vague intent to a pull request I trust, with an AI agent doing the heavy lifting and me stepping in to frame the work and read the diff before it merges. Sun, 14 Jun 2026 00:00:00 +0000 https://ninadpathak.com/articles/agentic-workflows/ https://ninadpathak.com/articles/fine-tuning-vs-rag/ Fine-tuning and RAG solve different parts of the agent memory problem. Here is how to decide which one you actually need. Tue, 12 May 2026 00:00:00 +0000 https://ninadpathak.com/articles/fine-tuning-vs-rag/ https://ninadpathak.com/articles/shared-vs-isolated-memory/ How to choose between shared and isolated memory architectures for multi-agent systems, including their coordination and debugging trade-offs. Mon, 11 May 2026 00:00:00 +0000 https://ninadpathak.com/articles/shared-vs-isolated-memory/ https://ninadpathak.com/articles/llm-inference-optimization/ A practical breakdown of the inference optimization techniques that move the needle — batching, quantization, caching, and attention kernels — with concrete numbers and the tradeoffs between them. Wed, 06 May 2026 00:00:00 +0000 https://ninadpathak.com/articles/llm-inference-optimization/ https://ninadpathak.com/articles/coding-agent-memory/ The memory persistence patterns that actually work for AI coding assistants, and why most agents lose context between sessions. Wed, 06 May 2026 00:00:00 +0000 https://ninadpathak.com/articles/coding-agent-memory/ https://ninadpathak.com/articles/memory-versioning/ If your agent overwrites its memory, you cannot pass a compliance audit. How to build append-only memory versioning and trace agent reasoning. Tue, 05 May 2026 00:00:00 +0000 https://ninadpathak.com/articles/memory-versioning/ https://ninadpathak.com/articles/memory-compression/ How agents decide what to keep in memory when context space is finite, and the three compression strategies that actually work. Tue, 05 May 2026 00:00:00 +0000 https://ninadpathak.com/articles/memory-compression/ https://ninadpathak.com/articles/agent-memory-types/ AI agents juggle three distinct memory types. Getting them wrong is the source of most agent memory failures I see in production. Mon, 04 May 2026 00:00:00 +0000 https://ninadpathak.com/articles/agent-memory-types/ https://ninadpathak.com/articles/memory-serialization/ Why agents forget everything on restart, and the serialization patterns that actually solve it Thu, 30 Apr 2026 00:00:00 +0000 https://ninadpathak.com/articles/memory-serialization/