--- title: Resources - Telnyx Blog - Page 3 canonical: https://telnyx.com/resources/page/3 --- # Resources - Telnyx Blog - Page 3 Resources # Read it, clone it, or ask the machine. Infrastructure for real-time agents, documented as it ships. Release notes as features land, guides from the engineers who built the network, builds you can clone, and machine-readable versions of everything. [START BUILDING](https://portal.telnyx.com/#/login/sign-up) [RELEASE NOTES](#releases) [DOCS](https://developers.telnyx.com/docs/overview) Shipped this month * [16 OctProgrammable Voice Now Available in Mumbai](https://telnyx.com/release-notes/programmable-voice-mumbai) * [15 OctNetwork Bindings Now Available for Telnyx Edge Compute Functions](https://telnyx.com/release-notes/edge-compute-network-bindings) * [15 OctAI-based SMS opt-out detection is now available](https://telnyx.com/release-notes/ai-based-sms-opt-out) * [13 OctAvatars Now in Beta for Telnyx Voice AI Assistants](https://telnyx.com/release-notes/ai-assistant-avatars-beta) * [9 OctAI Assistants Can Now Use More Than One Transcription Model](https://telnyx.com/release-notes/ai-assistants-multiple-transcription-models) * [7 OctObservability Now Available for StatefulActor on Telnyx](https://telnyx.com/release-notes/stateful-actor-observability) * [7 OctWhatsApp Coexistence Now Available](https://telnyx.com/release-notes/whatsapp-coexistence) Open source builds 517 Releases in 30 days 12 Countries covered 140+ Companies building 14,000+ Start here ## Four doors, by what you’re doing. * [What shippedRelease notes as features land, dated and tagged by product.Release notes](#releases) * [Building todayDocs start with a curl. Typed reference, SDKs in seven languages.developers.telnyx.com](https://developers.telnyx.com/docs/overview) * [CloningOpen-source agent builds on GitHub. Working code, README, .env.example.github.com/team-telnyx](https://github.com/team-telnyx) * [For machinesEvery surface above as text and JSON, for the agents reading this.Machine-readable](#machines) Release notes ## What shipped. Dated, by product, as it happens. Weekly or faster. Pick a product to see everything in that line. Filter by product All12Edge Compute1Network1Voice AI1Voice API1WhatsApp1 * [16 Oct 2026Programmable Voice Now Available in MumbaiTelnyx Programmable Voice is now available in Mumbai, with local SIP connectivity through the Mumbai anchorsite.Read the note](https://telnyx.com/release-notes/programmable-voice-mumbai) * [15 Oct 2026Network Bindings Now Available for Telnyx Edge Compute FunctionsEdge Compute functions can now call services on your private Telnyx WireGuard network through a network binding, joining the function as a peer on deploy.Read the note](https://telnyx.com/release-notes/edge-compute-network-bindings) * [15 Oct 2026AI-based SMS opt-out detection is now availableLLM-powered intent detection for SMS unsubscribe requests, catching natural-language opt-out requests beyond fixed keyword matching.Read the note](https://telnyx.com/release-notes/ai-based-sms-opt-out) * [13 Oct 2026Avatars Now in Beta for Telnyx Voice AI AssistantsSix preset avatars for Telnyx AI Assistants, rendered on Telnyx infrastructure and opt-in per conversation. $0.08/min from November 1, 2026.Read the note](https://telnyx.com/release-notes/ai-assistant-avatars-beta) * [9 Oct 2026AI Assistants Can Now Use More Than One Transcription ModelAI Assistants can now run fallback transcription models or a language booster alongside the main model, for calls that survive failures and more accurate multilingual transcription.Read the note](https://telnyx.com/release-notes/ai-assistants-multiple-transcription-models) * [7 Oct 2026Observability Now Available for StatefulActor on TelnyxStatefulActor (beta) now has built-in observability: runtime logs, invocation logs, and metrics from the telnyx-edge CLI. No separate monitoring stack to wire up.Read the note](https://telnyx.com/release-notes/stateful-actor-observability) * [7 Oct 2026WhatsApp Coexistence Now AvailableUse the WhatsApp Business App and the Telnyx WhatsApp Business API on the same phone number for automated and manual messaging.Read the note](https://telnyx.com/release-notes/whatsapp-coexistence) * [2 Oct 2026AI Gateway: give each team its own models, budgets and guardrails in Mission ControlAI Gateway is now available in Mission Control, giving each team its own models, spend caps and guardrails without sharing a master API key.Read the note](https://telnyx.com/release-notes/ai-gateway) Showing the 8 most recent of 12 notes. [View all releases](https://telnyx.com/release-notes) Guides and articles ## Written by the people who run the network. Not sure where to start? Browse the library by product - deep dives, setup guides and working demos, every one dated, bylined and never behind a form. All244[Conversational AI50](https://telnyx.com/resources/topic/conversational-ai#learn)[Storage5](https://telnyx.com/resources/topic/storage#learn)[Wireless13](https://telnyx.com/resources/topic/wireless#learn)[SIP Trunking19](https://telnyx.com/resources/topic/sip-trunking#learn)[Regulations4](https://telnyx.com/resources/topic/regulations#learn)[Product1](https://telnyx.com/resources/topic/product#learn)[Inference37](https://telnyx.com/resources/topic/inference#learn)[Numbers5](https://telnyx.com/resources/topic/numbers#learn)[Networking4](https://telnyx.com/resources/topic/networking#learn)[Voice28](https://telnyx.com/resources/topic/voice#learn)[Integrations2](https://telnyx.com/resources/topic/integrations#learn)[IoT4](https://telnyx.com/resources/topic/iot#learn)[eSIM2](https://telnyx.com/resources/topic/e-sim#learn)[Verify API2](https://telnyx.com/resources/topic/verify-api#learn)[Fax4](https://telnyx.com/resources/topic/fax#learn)[General3](https://telnyx.com/resources/topic/general#learn)[Telnyx3](https://telnyx.com/resources/topic/telnyx#learn)[Messaging18](https://telnyx.com/resources/topic/messaging#learn)[Email API4](https://telnyx.com/resources/topic/email-api#learn)[WhatsApp Business API6](https://telnyx.com/resources/topic/whatsapp-business-api#learn) Search articles * [![email automation best practices featured image](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/featured-email-automation-best-practices-3.png)Email APIEmail automation best practices that hold up at scaleDeniz Yakışıklı · 24 Sep 2026](https://telnyx.com/resources/email-automation-best-practices) * [![Inference machine learning](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/featured-1920x1080.svg)InferenceHow machine learning inference works, from forward pass to live callEli Mogul · 23 Sep 2026](https://telnyx.com/resources/machine-learning-inference) * [![](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/58db2ca1-0d1d-40c8-9ef5-a79897cb9ce9-a2f51d62.jpeg)Conversational AIRun Telnyx Voice AI Assistants with Any OpenAI-Compatible LLMAbhishek Sharma · 23 Sep 2026](https://telnyx.com/resources/run-telnyx-voice-ai-assistants-with-any-open-ai-compatible-llm) * [![Telnyx AI Assistant traffic distribution cover showing a test number routed to a canary version with production traffic split between main and new versions](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/voice-ai-canary-deployments-cover-1856x1044-3.png)Conversational AICanary Deployments for Voice AI AssistantsAbhishek Sharma · 23 Sep 2026](https://telnyx.com/resources/voice-ai-canary-deployments) * [![100 Voice AI Tips for 2026 safe-margin cover image](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/voice-ai-100-tips-cover-928x522-safe.svg)Conversational AI100 Voice AI Tips for the Rest of 2026Abhishek Sharma · 23 Sep 2026](https://telnyx.com/resources/ai-voice-agents-2026-tips) * [![](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/58db2ca1-0d1d-40c8-9ef5-a79897cb9ce9-a2f51d62.jpeg)Conversational AIArabic TTS with Tashkeel SupportAbhishek Sharma · 23 Sep 2026](https://telnyx.com/resources/arabic-tts-with-tashkeel-support) * [![Why Voice AI fails in EMEA and what infrastructure has to do with it](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/feature_image_Why_Voice_AI_Fails_in_EMEA_1770742260_8669aa1c40.png)Conversational AIWhy Voice AI fails in EMEA and what infrastructure has to do with itAbhishek Sharma · 23 Sep 2026](https://telnyx.com/resources/why-voice-ai-fails-in-emea-and-what-infrastructure-has-to-do-with-it) * [![When voice AI prompts stop being maintainable](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/feature_image_9fdba68294.png)Conversational AIWhen voice AI prompts stop being maintainableAbhishek Sharma · 23 Sep 2026](https://telnyx.com/resources/when-voice-ai-prompts-stop-scaling) * [![Telnyx Voice AI checklist blog cover](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/cover-1856x1044-v5.png)Conversational AIAI voice agents checklist for production callsAbhishek Sharma · 23 Sep 2026](https://telnyx.com/resources/ai-voice-agents-production-checklist) * [![26 principles for adopting voice AI in production (2026)](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/feature_image_26_Principles_for_Production_Voice_AI_1770742501_e14fc7db0d.png)Conversational AI26 principles for adopting voice AI in production (2026)Abhishek Sharma · 23 Sep 2026](https://telnyx.com/resources/26-principles-for-adopting-voice-ai-in-production-2026) * [![Why Your AI Coding Agent Gets Telnyx APIs Wrong (and How to Fix It With Skills)](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/skills_hero_7b8c3d0255.png)Conversational AIGive Your AI Call Center Agent the Skills to Use Telnyx CorrectlyAbhishek Sharma · 23 Sep 2026](https://telnyx.com/resources/call-center-agent-skills) * [![Control Voice AI response timing with Start Speaking Plan](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/feature_image_Control_Voice_AI_response_timing_with_Start_Speaki_1770743132_d747f2845b.png)VoiceControl Voice AI response timing with Start Speaking PlanAbhishek Sharma · 23 Sep 2026](https://telnyx.com/resources/control-voice-ai-response-timing-with-start-speaking-plan) * [![What does it mean to pass the Turing Test in voice AI](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/voice_ai_turing_test_96dfd022af.webp)Conversational AIWhat does it mean to pass the Turing Test in voice AIAbhishek Sharma · 23 Sep 2026](https://telnyx.com/resources/turing-test-for-voice-ai) * [![Cover image for 9 Levels of Voice AI Maturity blog](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/cover%20image.png)Conversational AIThe 9 levels of voice AI maturityAbhishek Sharma · 23 Sep 2026](https://telnyx.com/resources/the-9-levels-of-voice-ai-maturity) * [![hipaa compliant voice](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/hipaa-compliant-voice.svg)SIP TrunkingHIPAA-compliant voice and fax solutions for healthcareFiona McDonnell · 23 Sep 2026](https://telnyx.com/resources/secure-communications-for-healthcare) * [![event-driven communications architecture](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/event-driven-architecture-thumbnail.png)Email APIEvent-driven architecture for multi-channel communicationsDeniz Yakisikli · 22 Sep 2026](https://telnyx.com/resources/event-driven-communications-architecture) * [![How to detect an AI-generated voice on live calls cover with Telnyx and Resemble AI branding](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/detect-ai-voice-cover-928x522-2.svg)VoiceHow to detect an AI-generated voice on live callsAbhishek Sharma · 21 Sep 2026](https://telnyx.com/resources/detect-ai-generated-voice-live-calls) * [![](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/58db2ca1-0d1d-40c8-9ef5-a79897cb9ce9-a2f51d62.jpeg)InferenceInference Cost Optimization: How to Cut Your AI Bill by up to 75%Fiona McDonnell · 18 Sep 2026](https://telnyx.com/resources/inference-cost-optimization) * [![](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/58db2ca1-0d1d-40c8-9ef5-a79897cb9ce9-a2f51d62.jpeg)InferenceGLM-5.3 latency benchmarks across four inference providersSonam Gupta, PhD · 18 Sep 2026](https://telnyx.com/resources/glm-5-3-latency-benchmarks-provider) * [![Edge site density feature image](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/feature-image-edge-site-density_1---b6536fca-5fc8-498d-bfec-2f790c55b135-1.svg)InferenceWhy Edge Site Density MattersMegha Sujanani · 18 Sep 2026](https://telnyx.com/resources/why-edge-site-density-matters) * [![Looking into synthetic speech detection](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/synthetic-speech-detection.svg)Guides and TutorialsSynthetic speech detection: Why infrastructure ownership decides who winsEli Mogul · 17 Sep 2026](https://telnyx.com/resources/synthetic-speech-detection) * [![You can now use Deepgram Flux on Telnyx ](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/feature_image_You_can_now_use_Deepgram_Flux_on_Telnyx_1770744134_ab96415e31.png)Conversational AIYou can now use Deepgram Flux on Telnyx Abhishek Sharma · 17 Sep 2026](https://telnyx.com/resources/deepgram-flux-telnyx) * [![Why AI Voice Agents Sound Wrong in Australia](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/ai-voice-agent-australia-feature.svg)Conversational AIWhy AI Voice Agents Sound Wrong in AustraliaMegha Sujanani · 17 Sep 2026](https://telnyx.com/resources/ai-voice-agent-australia) * [![SIP trunking vs VoIP, the key differences: VoIP is the category, SIP is the protocol, and SIP trunking is the service, so they do not compete](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/sip-trunking-vs-voip.png)SIP TrunkingSIP Trunking vs VoIP: What's Actually DifferentEmily Bowen · 17 Sep 2026](https://telnyx.com/resources/sip-trunking-vs-voip) * [![](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/58db2ca1-0d1d-40c8-9ef5-a79897cb9ce9-a2f51d62.jpeg)InferenceWhat is serverless AITiffany McDowell · 17 Sep 2026](https://telnyx.com/resources/serverless-ai-explained) * [![](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/58db2ca1-0d1d-40c8-9ef5-a79897cb9ce9-a2f51d62.jpeg)Agent PrimitiveBenchmarking Tavily, Telnyx, DuckDuckGo, and Brave for agent workflowsAbhishek Sharma · 17 Sep 2026](https://telnyx.com/resources/web-search-api-benchmark) * [![telnyx vs twilio for voice AI](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/telnyx-vs-twilio-new.png)VoiceTelnyx vs Twilio: Which voice API is better?Osman Husain · 16 Sep 2026](https://telnyx.com/resources/telnyx-vs-twilio-which-voice-api-is-better) * [![TPU vs GPU feature image](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/05-dual-chip-1920x1080.svg)InferenceTPU vs GPU Compared for AI Training and InferenceEli Mogul · 15 Sep 2026](https://telnyx.com/resources/tpu-vs-gpu) * [![Six steps to set up a SIP trunk on Telnyx: account, connection, configure, voice profile, number, and test 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[Previous](https://telnyx.com/resources/page/2#learn)[Next](https://telnyx.com/resources/page/4#learn) Compare ## Three layers. Three sets of competitors. Every page is built from the competitor’s public rate card, with the date it was pulled. Where they are excellent, we say so. ### Edge Compute 4 pages Cloudflare put compute at the edge of the internet. We put it at the edge of the phone network. Their network reaches the internet; ours reaches the internet and the phone network. * [Primary frameTelnyx vs CloudflareRead](https://telnyx.com/the-best-cloudflare-alternative) * [vsTelnyx vs Together.aiRead](https://telnyx.com/the-best-together-alternative) * [vsTelnyx vs FireworksRead](https://telnyx.com/the-best-fireworks-alternative) * [vsTelnyx vs BasetenRead](https://telnyx.com/the-best-baseten-alternative) ### Agent Platform 4 pages Prototypes assemble. Production owns. When the demo becomes a business, the rented stack is where it breaks. * [vsTelnyx vs VapiRead](https://telnyx.com/the-best-vapi-alternative) * [vsTelnyx vs RetellRead](https://telnyx.com/the-best-retell-alternative) * [vsTelnyx vs ElevenLabsRead](https://telnyx.com/the-best-elevenlabs-alternative) * [vsTelnyx vs LiveKitRead](https://telnyx.com/the-best-livekit-alternative) ### Global Communications 4 pages Telnyx is the carrier. We hold the licenses, own the numbers, and control the interconnects, other CPaaS providers rent numbers and buy PSTN access from someone who does. * [vsTelnyx vs TwilioRead](https://telnyx.com/the-better-twilio-alternative) * [vsTelnyx vs BandwidthRead](https://telnyx.com/the-better-bandwidth-alternative) * [vsTelnyx vs VonageRead](https://telnyx.com/the-better-vonage-voice-api-alternative) * [vsTelnyx vs Amazon ConnectRead](https://telnyx.com/amazon-connect-alternative-why-telnyx-is-a-smarter-choice) Also compared [Amazon S3](https://telnyx.com/the-better-amazon-s3-alternative) [Backblaze B2](https://telnyx.com/the-better-backblaze-b2-alternative) [Azure Blob](https://telnyx.com/the-better-microsoft-azure-blob-alternative) [Google Cloud Storage](https://telnyx.com/the-better-google-cloud-storage-alternative) [1NCE](https://telnyx.com/the-better-1nce-alternative) [Emnify](https://telnyx.com/the-better-emnify-alternative) [Hologram](https://telnyx.com/the-better-hologram-alternative) [Kore Wireless](https://telnyx.com/the-better-kore-wireless-alternative) Every comparison cites the competitor’s public card and the date pulled. Rates on [telnyx.com/pricing](https://telnyx.com/pricing). For the agents reading this ## Everything above, as data. Read the docs, the API surface, and the signup flow without a human in the loop. * [llms.txtIndex of every documented surface. Start here if you're a model.Text](https://telnyx.com/llms.txt) * [llms-full.txtThe full corpus in one file, for a single fetch into context.Text](https://telnyx.com/llms-full.txt) * [openapi.jsonThe complete v2 API surface as an OpenAPI document.JSON](https://telnyx.com/openapi.json) * [agent-signup.mdProvision an account programmatically. No sales queue.Markdown](https://telnyx.com/agent-signup.md) * [agents/startThe fast path: what to read, in what order, to start building.Text](https://telnyx.com/agents/start) ## Read less. Clone more. Working code and a curl beat a whitepaper. When you want a human, they run the network and pick up 24/7. [START BUILDING](https://portal.telnyx.com/#/login/sign-up) [BROWSE BUILDS](https://github.com/team-telnyx) [TALK TO AN ENGINEER](https://telnyx.com/contact-us) [Start building](https://telnyx.com/sign-up) ### Ask AI * [![GPT](https://d2efw2akbx8gaf.cloudfront.net/https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/chatgpt_icon-ea55e09d.jpeg?width=92&format=webp)](https://chat.openai.com/?q=What makes Telnyx's global network different, breakdown call quality for normal phone calls and voice AI calls.) * [![Claude](https://d2efw2akbx8gaf.cloudfront.net/https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/claude_icon-c7c8eef3.webp?width=92&format=webp)](https://claude.ai/new?q=What makes Telnyx's global network different, breakdown call quality for normal phone calls and voice AI calls.) * [![Perplexity](https://d2efw2akbx8gaf.cloudfront.net/https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/perplexity_icon-cd5b74f1.webp?width=92&format=webp)](https://www.perplexity.ai/search?q=What makes Telnyx's global network different, breakdown call quality for normal phone calls and voice AI calls.) * [![Gemini](https://d2efw2akbx8gaf.cloudfront.net/https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/gemini_icon-4ff1cbf4.webp?width=92&format=webp)](https://www.google.com/search?udm=50&aep=11&q=What makes Telnyx's global network different, breakdown call quality for normal phone calls and voice AI calls.) * [![Grok](https://d2efw2akbx8gaf.cloudfront.net/https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/grok_icon-e588e5bd.webp?width=92&format=webp)](https://x.com/i/grok?text=What makes Telnyx's global network different, breakdown call quality for normal phone calls and voice AI calls.)