clifton

Voice Bridge Latency Architecture Review

Deep-dive analysis of every source of overhead in a Twilio → Pipecat → LLM voice pipeline.

Stack: Twilio Media Streams · Pipecat · OpenAI Whisper STT · Kimi K2.5 (Fireworks) LLM · ElevenLabs TTS

Repo: voice — an OpenClaw skill providing caller-aware phone calls with tool calling and tiered access control.

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clifton

Substack Author Inventory

Generated: 2026-02-09 Period: Nov 2025 – Feb 9, 2026 Total emails: ~1,754 Unique handles: 74 Already processed: ~220 digests on disk

Authors by Volume

clifton

name: CI
on:
  push:
    branches:
      - master
  pull_request:

jobs:
  run-ci:
    runs-on: ubuntu-latest

clifton

class EnumDirectValueMeta(EnumMeta):
    def __getattribute__(cls, name):
        value = super().__getattribute__(name)
        if isinstance(value, cls):
            value = value.value
        return value

    def __iter__(self):
        for item in super().__iter__():
            yield item

clifton

version: "3.7"

services:

  traefik:
    image: traefik:v2.4
    container_name: traefik
    networks:
      - web
    ports:

clifton

#!/bin/bash
# sudo crontab -e
# insert at top of crontab: SHELL=/bin/bash
# */1 * * * * /bin/check-net >> /var/log/check-net.log 2>&1

if ! (/usr/bin/dig +short myip.opendns.com @resolver1.opendns.com > /dev/null) ; then
        echo $(date) - check-net failed. restarting...
        killall wpa_supplicant
        sleep 2
        /usr/sbin/netplan apply

clifton

if [[ -n $SSH_CONNECTION ]]; then
        local hostname="%{$fg_bold[black]%}%m "
else
        local hostname=""
fi
local ret_status="%(?:%{$fg_bold[green]%}➜ :%{$fg_bold[red]%}➜ %s)"
PROMPT='${hostname}${ret_status}%{$fg_bold[green]%}%p %{$fg[cyan]%}%c %{$fg_bold[blue]%}$(git_prompt_info)%{$fg_bold[blue]%} % %{$reset_color%}'

ZSH_THEME_GIT_PROMPT_PREFIX="git:(%{$fg[red]%}"
ZSH_THEME_GIT_PROMPT_SUFFIX="%{$reset_color%}"

clifton

version: "3.8"
services:
  lighthouse-base:
    image: sigp/lighthouse
    volumes:
    - .lighthouse:/root/.lighthouse
    - ./validator_keys:/root/validator_keys
    command: echo ok
  beacon:
    extends: lighthouse-base

clifton

# place in ./Docker in project folder with other resources (ie steamclient.so) / start scripts
FROM nvidia/opengl:1.0-glvnd-devel-ubuntu18.04

# Add a sentinel label so we can easily identify all derived images, including intermediate images
LABEL com.clifton.ue4.sentinel="1"

# Disable interactive prompts during package installation
ENV DEBIAN_FRONTEND=noninteractive

# Install our build prerequisites

clifton

const _ = require('lodash');

export default class MemcachedStore {
  constructor (memcached, { keyPrefix, ttl = 15 * 60 }) {
    this.memcached = memcached;
    this.keyPrefix = keyPrefix;
    this.ttl = ttl;
    this.queuedGets = {};
  }