---
title: Resources - Telnyx Blog - Page 2
canonical: https://telnyx.com/resources/page/2
---
# Resources - Telnyx Blog - Page 2

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

* [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)
* [2 OctAI Gateway: give each team its own models, budgets and guardrails in Mission Control](https://telnyx.com/release-notes/ai-gateway)
* [1 OctAgent Memory API Now in Beta on Telnyx](https://telnyx.com/release-notes/telnyx-agent-memory-api-beta)
* [30 SepOpenAI GPT-Live Now Available for Telnyx Voice AI Assistants](https://telnyx.com/release-notes/openai-gpt-live-voice-ai-assistants)

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 Compute1Network2Voice AI2Voice API1WhatsApp1

* [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)
* [1 Oct 2026Agent Memory API Now in Beta on TelnyxTelnyx Agent Memory (Beta) gives AI agents long-term memory through one API, with a profile per user, caller, or agent.Read the note](https://telnyx.com/release-notes/telnyx-agent-memory-api-beta)
* [30 Sep 2026OpenAI GPT-Live Now Available for Telnyx Voice AI AssistantsOpenAI GPT-Live, a full-duplex speech-to-speech model, is now a model option in Telnyx Voice AI Assistants, with tool calls handled through delegation.Read the note](https://telnyx.com/release-notes/openai-gpt-live-voice-ai-assistants)
* [30 Sep 2026Chennai, India Anchorsite for SIP ConnectionsTelnyx adds a Chennai, India anchorsite for SIP connections, giving customers a second local entry point in India alongside Mumbai.Read the note](https://telnyx.com/release-notes/chennai-india-anchorsite-for-sip-connections)

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.

All241[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 Trunking20](https://telnyx.com/resources/topic/sip-trunking#learn)[Regulations4](https://telnyx.com/resources/topic/regulations#learn)[Product1](https://telnyx.com/resources/topic/product#learn)[Inference33](https://telnyx.com/resources/topic/inference#learn)[Numbers5](https://telnyx.com/resources/topic/numbers#learn)[Networking4](https://telnyx.com/resources/topic/networking#learn)[Voice26](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

* [![vllm Inference feature image](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/vllm-inference-featured-1920x1080.svg)InferencevLLM inference: how it works and when to stop self-hostingEli Mogul · 2 Oct 2026](https://telnyx.com/resources/vllm-inference)
* [![DLP Test for AI Gateway](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/AI%20DLP%20Test%20Charts%20v2-selection%20small.png)InferenceAI DLP Test: Six Data Types, Six Blocks, $0 ChargedFiona McDonnell · 2 Oct 2026](https://telnyx.com/resources/ai-dlp-gateway-test)
* [![sm dp address featured image](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/featured-sm-dp-address-1.png)eSIMActivate your eSIM manually with an SM-DP+ addressAisling Cahill · 2 Oct 2026](https://telnyx.com/resources/sm-dp-address)
* [![Number porting issues and fixes](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/featured-number-porting-issues-2.png)Numbers8 global number porting issues and how to solve themDeniz Yakışıklı · 2 Oct 2026](https://telnyx.com/resources/number-porting-issues)
* [![IoT devices: which connectivity each device needs and what its data costs a month](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/featured-iot-devices-4.png)IoTIoT Devices: Definition, Examples, and How to Connect ThemSerhii Omelchenko · 2 Oct 2026](https://telnyx.com/resources/iot-devices)
* [![Edge computing hero](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/edge-computing-hero-1920x1080.svg)Edge ComputeEdge computing applications: 12 real use cases and latency budgetsEli Mogul · 30 Sep 2026](https://telnyx.com/resources/edge-computing-applications)
* [![SIP DID call path: a caller dials a number, Telnyx routes it over a SIP trunk, the SIP INVITE reaches the PBX and extension 204 rings](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/featured-sip-did-2.png)SIP TrunkingSIP DID numbers: what they are and how they workDeniz Yakışıklı · 29 Sep 2026](https://telnyx.com/resources/sip-did)
* [![Evaluating open-source LLMs in 2026](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/open-source-llms-2026.svg)InferenceThe best open source LLMs in 2026 for coding, agents, and voiceEli Mogul · 29 Sep 2026](https://telnyx.com/resources/best-open-source-llms)
* [![Every turn of a call runs the same stages: audio capture, speech recognition, language understanding, orchestration and text-to-speech.](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/voice-ai-turn-same-stages.png)VoiceHow does AI voice work? The audio path from caller to replyOsman Husain · 29 Sep 2026](https://telnyx.com/resources/how-ai-voice-works)
* [![What is 10DLC? Everything you need to know](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/10_DLC_Campaigns_Feature_fafd761cd1.jpg)MessagingWhat Is 10DLC? Registration, Costs and Compliance ExplainedEmily Bowen · 29 Sep 2026](https://telnyx.com/resources/what-is-10dlc)
* [![Healthcare voice AI ROI: staff cost per call compared with AI cost per call](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/healthcare-voice-ai-roi.png)VoiceHow to calculate the ROI of AI voice agents in healthcareOsman Husain · 29 Sep 2026](https://telnyx.com/resources/ai-voice-agents-for-healthcare)
* [![white label eSIM reseller purchase API](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/featured-white-label-esim-reseller-black.png)WirelessHow to launch a white label eSIM reseller businessSerhii Omelchenko · 28 Sep 2026](https://telnyx.com/resources/white-label-esim-reseller)
* [![Cover image for voice ai eval](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/cover-voice-ai-eval-928x522.svg)Conversational AIHow to evaluate Voice AI the way real conversations workAbhishek Sharma · 28 Sep 2026](https://telnyx.com/resources/how-to-evaluate-voice-ai-the-way-real-conversations-work)
* [![Cover image for bpo voice choice](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/cover-bpo-voice-choice-928x522.svg)VoiceHow to choose a voice for your BPO or contact center AI agentAbhishek Sharma · 28 Sep 2026](https://telnyx.com/resources/choose-voice-bpo-contact-center-ai)
* [![how to text china featured image](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/featured-how-to-text-china-4.png)MessagingHow to Text ChinaAbhishek Sharma · 28 Sep 2026](https://telnyx.com/resources/how-to-text-china)
* [![Cover image for voice ai production](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/cover-voice-ai-production-928x522.svg)Conversational AIHow to build a Voice AI product that does not fall apart on real callsAbhishek Sharma · 28 Sep 2026](https://telnyx.com/resources/how-to-build-a-voice-ai-product-that-does-not-fall-apart-on-real-calls)
* [![Cover image for minimax tts benchmark](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/cover-minimax-tts-benchmark-928x522.svg)Conversational AIOur Early Benchmarks on ElevenLabs vs MiniMax TTS and Why It MattersAbhishek Sharma · 28 Sep 2026](https://telnyx.com/resources/minimax-speech-2-6-vs-elevenlabs-tts-benchmarks)
* [![Cover image for retell migration](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/cover-retell-migration-928x522.svg)Conversational AIWhy teams outgrow Retell and migrate to TelnyxAbhishek Sharma · 28 Sep 2026](https://telnyx.com/resources/why-teams-outgrow-retell-and-migrate-to-telnyx)
* [![The Math Behind Voice AI ROI](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/Generated_Image_March_03_2026_1_49_PM_fc3b0aa59d.png)Conversational AIThe Math Behind Voice AI ROIAbhishek Sharma · 28 Sep 2026](https://telnyx.com/resources/the-math-behind-voice-ai-roi)
* [![voice ai healthcare hero](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/voice-ai-healthcare-social-1200x627-3x.png)VoiceThe 11 best AI voice agents for healthcare in 2026Osman Husain · 27 Sep 2026](https://telnyx.com/resources/11-best-voice-ai-agents-healthcare)
* [![Email Marketing Service Providers Compared for 2026](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/featured-email-marketing-service-providers-compared-for-2026-padded.png)Email APIBest email marketing service providers compared for 2026Deniz Yakışıklı · 25 Sep 2026](https://telnyx.com/resources/best-email-marketing-service-providers)
* [![Inference Latency feature](https://dotcom-payload-assets-prod.s3.us-east-1.amazonaws.com/cms-media/inference-latency-feature-image.svg)Conversational AIInference latency: where milliseconds go and how to cut themEli Mogul · 24 Sep 2026](https://telnyx.com/resources/inference-latency)
* [![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)

Page 2 of 9.

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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.)