--- title: Writing — page 19 — Luke Oliff description: Page 19 of posts on developer relations, voice AI and developer experience. canonical: https://lukeocodes.dev/blog/page/19 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** - [What 79 TIL posts taught me about developer content](/79-til-posts-later) (Apr 2026 · Original · Developer Experience): What 79 TIL posts over six and a half years taught me about consistency, keeping the scope small, and writing developer content people actually finish. - [Inside the Streaming Cascade Powering Voice AI](/inside-the-streaming-cascade-powering-voice-ai) (Apr 2026 · Original · Voice AI): Real-time voice agents chain three models over streaming connections. Here's how the cascade architecture works and where every millisecond goes. - [TIL: pv shows you what is flowing through your pipes](/til-pv-pipe-viewer) (Apr 2026 · Original · TIL): pv (Pipe Viewer) sits between two commands in a pipeline and reports how fast data is moving. It is a progress bar for pipes. - [AI's Release Cadence Is Now a Developer Problem](/ai-release-cadence-developer-problem) (Apr 2026 · Original · AI): Three frontier models in two weeks. The release cadence creates evaluation churn, integration instability, and fatigue for developers building on AI. - [Sunday roundup: two posts, a fresh start](/sunday-roundup-april-19-2026) (Apr 2026 · Original · Developer Experience): Two posts from the first weekend of daily writing: terminal STT streaming, WebSocket audio patterns and GPT-5.4-Cyber, in this Sunday roundup for April. - [Five WebSocket patterns for real-time audio streaming](/five-websocket-patterns-real-time-audio-streaming) (Apr 2026 · Original · Engineering): Streaming audio WebSockets need reconnect logic, backpressure, heartbeats, and graceful shutdown. Five patterns covering the full connection lifecycle. - [Friday fun: live speech to text from the terminal](/friday-fun-live-speech-to-text-terminal) (Apr 2026 · Original · TIL): Pipe rec into websocat and get live speech to text in your terminal as you talk. Two CLI tools, one WebSocket, no GUI and no upload-and-wait loop. - [SDKs for Streaming APIs Are Different](/sdks-for-streaming-apis-are-different) (Apr 2026 · Original · Engineering): REST SDK patterns stop working when the connection never closes. SDKs for streaming APIs need reconnect logic, backpressure, and graceful shutdown built in. - [TIL: Comparing Files Side By Side With diff -y](/til-diff-y-side-by-side) (Apr 2026 · Original · TIL): diff -y prints two files side by side with differences highlighted. Spot what changed in a config file without looking at two separate tabs. - [A Rising Tide Lifts All Boats](/a-rising-tide-lifts-all-boats) (Apr 2026 · Original · Opinion): A rising tide lifts all boats, but only if everyone has a boat. On neurodivergence at work, the user manual nobody reads, and being told to just figure it out. Page 19 of 28. 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