profile: voice-first positioning + voice quickstart

[achris7]

Optimizes the org profile README for voice AI builders.

• Subtitle → voice-first: "One key for your voice agent's entire bill — LLM, voice, telephony, data" (generic line kept as the second sentence).
• 40% vs 100% framing added (the landing page's best asset, previously absent).
• Budget-aware routing named as a feature with the concrete result.budgetAdvisory detail (was buried in "context-aware budgets").
• Quickstart is a voice turn (STT → LLM → TTS on one key, one task budget) — not AgentKit + Exa search.
• Voice row: Deepgram · ElevenLabs · Venice AI · Twilio (soon); also fixed the malformed Compute row.
• Repos reconciled: cookbook link canonical; added floe-guard (public) and eve-floe (reference voice agent). floe-examples redirects to floe-cookbook — both resolve.
• Dropped ElizaOS from the frameworks table for consistency with the docs.

Backend API untouched.

Summary by CodeRabbit

• Documentation
  • Updated Floe positioning to highlight a unified key for metering and routing voice-agent spending.
  • Reworked the Quickstart with a curl-based voice workflow covering speech-to-text, language model, and text-to-speech calls.
  • Added guidance for budget-aware routing, walletless provisioning, and real-time visibility.
  • Refreshed marketplace links and service listings, including a planned Twilio integration.
  • Expanded the repository directory with additional projects and updated framework references.

[coderabbitai]

Caution

Review failed

The pull request is closed.

ℹ️ Recent review info

⚙️ Run configuration

Configuration used: Organization UI

Review profile: ASSERTIVE

Plan: Pro

Run ID: f24b197c-33e7-45e7-a5f2-f18ac7c96b09

📥 Commits

Reviewing files that changed from the base of the PR and between 253ff14 and 414c83e.

📒 Files selected for processing (1)

• profile/README.md

---

📝 Walkthrough

Walkthrough

The profile README now positions Floe as a voice-agent billing layer, replaces the previous quickstart examples with curl-based voice-turn requests, and updates marketplace, framework, and repository listings.

Changes

Profile README refresh

Layer / File(s)	Summary
Voice-agent positioning and quickstart profile/README.md	The README adds voice-agent billing and token-router messaging, then documents STT, LLM, and TTS calls sharing X-Floe-Task-Id.
Marketplace and ecosystem directory profile/README.md	Marketplace links and services are revised, ElizaOS is removed from the framework table, and three repositories are added.

Estimated code review effort: 1 (Trivial) | ~5 minutes

Possibly related PRs

• Floe-Labs/.github#1: Updates the same README’s positioning, quickstart, and repository sections.
• Floe-Labs/.github#2: Overlaps on Floe positioning and quickstart content in profile/README.md.
• Floe-Labs/.github#6: Overlaps on the README’s Vendor Marketplace content.

Poem

A bunny hops through one bright key,
From voice to bill, all flows free.
STT, LLM, then TTS in line,
Marketplace links now neatly shine.
New repo carrots join the spree!

✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch docs/profile-voice-first

---

_{Comment @coderabbitai help to get the list of available commands.}

[Copilot]

Pull request overview

Updates the organization profile README to position Floe around voice-agent spend (STT/LLM/TTS/telephony) and provide a voice-centric quickstart experience.

Changes:

• Rewrites the headline/subtitle and “Why Floe” framing to emphasize voice-first metering (100% of call spend vs token router ~40%).
• Replaces the previous AgentKit/Exa quickstart with a “one voice turn” (STT → LLM → TTS) curl-based walkthrough using a shared task id.
• Refreshes marketplace/framework/repos tables (voice vendors, removes ElizaOS row, reconciles/extends repo links).

---

💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.