--- title: Writing — page 6 — Luke Oliff description: Page 6 of posts on developer relations, voice AI and developer experience. canonical: https://lukeocodes.dev/blog/page/6 type: website locale: en_GB robots: noindex, follow feed: https://lukeocodes.dev/rss.xml search: https://lukeocodes.dev/search.json?q={query} schema: - "@context": https://schema.org "@graph": - "@type": WebSite "@id": https://lukeocodes.dev/#website url: https://lukeocodes.dev name: Luke Oliff alternateName: lukeocodes inLanguage: en publisher: "@id": https://lukeocodes.dev/authors/luke#person description: Personal blog and writing by Luke Oliff — developer relations, voice AI, developer experience. potentialAction: - "@type": SearchAction target: "@type": EntryPoint urlTemplate: https://lukeocodes.dev/blog/search?q={search_term_string} query-input: required name=search_term_string - "@type": Person "@id": https://lukeocodes.dev/authors/luke#person name: Luke Oliff url: https://lukeocodes.dev/authors/luke description: Engineer and developer relations leader. Writing about developer relations, AI, and the voice industry, from the UK. mainEntityOfPage: https://lukeocodes.dev/authors/luke givenName: Luke familyName: Oliff image: https://lukeocodes.dev/authors/luke.jpg jobTitle: Engineer and developer relations leader sameAs: - https://www.linkedin.com/in/lukeocodes - https://github.com/lukeocodes - https://bsky.app/profile/lukeocodes.dev - https://x.com/lukeocodes - https://hashnode.com/@lukeocodes - https://dev.to/lukeocodes knowsAbout: - Developer Relations - Developer Experience - Voice AI - Text-to-Speech - Answer Engine Optimisation - Search Engine Optimisation - Open Source - Developer Tooling - API Design - Speech-to-Text - Voice Agents - Community Building knowsLanguage: - English nationality: British alumniOf: - "@type": Organization name: The Open University --- [Luke Oliff.](/) - [Blog](/blog) (current page) - [CV](/cv) - [Uses](/uses) - [User manual](/user-manual) - [Living with ADHD](/living-and-working-with-adhd) - [RSS](/rss.xml) Luke Oliff · Blog # Writing. Original posts, published first on this site. Imported posts live in the [archive](/archive). - [Search](/blog/search) - [AI (53)](/blog/category/ai) - [API Design (13)](/blog/category/api-design) - [APIs (23)](/blog/category/apis) - [Career (11)](/blog/category/career) - [Community (1)](/blog/category/community) - [Developer Experience (53)](/blog/category/developer-experience) - [Developer Relations (6)](/blog/category/developer-relations) - [Engineering (124)](/blog/category/engineering) - [Fun (1)](/blog/category/fun) - [Git (13)](/blog/category/git) - [Industry (32)](/blog/category/industry) - [JavaScript (7)](/blog/category/javascript) - [Latency (2)](/blog/category/latency) - [Models (2)](/blog/category/models) - [News (21)](/blog/category/news) - [Open Source (20)](/blog/category/open-source) - [Opinion (35)](/blog/category/opinion) - [Pricing (1)](/blog/category/pricing) - [Security (11)](/blog/category/security) - [Speech-to-Text (9)](/blog/category/speech-to-text) - [Streaming (4)](/blog/category/streaming) - [Text-to-Speech (29)](/blog/category/text-to-speech) - [TIL (113)](/blog/category/til) - [TypeScript (1)](/blog/category/typescript) - [Voice Agents (7)](/blog/category/voice-agents) - [Voice AI (74)](/blog/category/voice-ai) 273 posts **2026** - [When AI agents started reading your docs](/when-ai-agents-started-reading-your-docs) (Aug 2026 · Original · Developer Experience): Docs-as-code served one reader for a decade: developers. Then AI agents started reading first. How llms.txt and MCP rewrote the rulebook, and what survived. - [Go 1.27's Generic Methods Change How I Write Helpers](/go-1-27-generic-methods) (Aug 2026 · Original · Engineering): Go 1.27 shipped generic methods, so a method can declare its own type parameters. Here is how that changed my helper code, plus the one real gotcha. - [The Attribution Paradox: Measure Before You Scale](/the-attribution-paradox) (Aug 2026 · Original · Developer Experience): The attribution paradox: platform teams that spend all capacity executing and none measuring get wound down as experiments. Instrumentation is a launch requirement. - [Keeping Git Fast at Scale](/git-at-scale) (Aug 2026 · Original · Git): Keeping git fast at scale isn't about a bigger machine. Partial clone, sparse-checkout, fsmonitor and the commit-graph cut the work git does per command. - [fzf 0.74 Made My Fuzzy Finder Fast Again](/fzf-fuzzy-finder) (Aug 2026 · Original · TIL): fzf 0.74.3 made the fuzzy finder fast again with big non-ASCII speedups, and 0.74.4 fixed an escape-sequence bug plus tmux, fish and nushell integration. - [Why I Trust Open Models More Than the Frontier Labs Now](/trust-open-models) (Aug 2026 · Original · Opinion): I've come to trust open models more than the closed frontier labs. You can inspect the weights, run them offline, and they're shipping faster and more openly. - [How to Split a Messy Git Commit Into Clean Ones](/splitting-a-git-commit) (Aug 2026 · Original · Git): Splitting a git commit into clean, reviewable pieces takes an interactive rebase, a soft reset, and git add -p. Here is the exact sequence. - [Friday fun: the chatbot that killed a farmer's crop, then diagnosed itself](/friday-fun-chatbot-farmer-crops) (Aug 2026 · Original · AI): A Chinese farmer asked a chatbot how to protect his sesame crop. It prescribed a broadleaf herbicide. Sesame is a broadleaf. 100,000 square meters gone. - [I Thought I Knew APIs. Then I Met Audio.](/i-thought-i-knew-apis-then-i-met-audio) (Aug 2026 · Original · Career): REST APIs felt easy, even with HATEOAS. Streaming audio broke that. The destination is HTTP/2 bidirectional streaming: feedback while you still get audio. - [Full-Duplex Voice AI Needs a New Architecture](/full-duplex-voice-ai-new-architecture) (Aug 2026 · Original · Voice AI): The PACE paper exposes a flaw at the heart of full-duplex voice AI: the model answers from context the user never actually heard. Page 6 of 28. [← Newer](/blog/page/5) · [Older →](/blog/page/7) [Browse the archive →](/archive) ## Search this site `GET https://lukeocodes.dev/search.json?q=` returns matching posts as JSON, each with its page URL and its markdown URL. Add `&limit=<1-50>` for more than 10. How it works: [/blog/search](https://lukeocodes.dev/blog/search.md). ```sh curl "https://lukeocodes.dev/search.json?q=developer+relations" ``` --- © 2026 Luke Oliff. Posts live at the root of this site. - [GitHub](https://github.com/lukeocodes) - [LinkedIn](https://www.linkedin.com/in/lukeocodes) - [X](https://x.com/lukeocodes) - [Bluesky](https://bsky.app/profile/lukeocodes.dev) - [Email](mailto:luke@lukeoliff.com) - [RSS](/rss.xml) ## Cookies This site sets one analytics cookie, from Google Analytics, and only in a browser that accepts the cookie banner. A client that does not run scripts sets no cookies, so there is nothing to accept or decline here. [Cookie policy](/cookies)