Contentstack · 25 Oct 2025
The Edge Forum Season 2: MACH-ing Digital Experiences (Aftermovie)
Aftermovie from Season 2 of The Edge Forum — MACH architecture, composable stacks, and how teams ship digital experiences.
Videos covering developer tools, AI products, documentation, community building, and everything in between.
Contentstack · 25 Oct 2025
Aftermovie from Season 2 of The Edge Forum — MACH architecture, composable stacks, and how teams ship digital experiences.
Personal app · Electron · Demucs
Electron app that runs a Python engine with Demucs (PyTorch) to split a track into timeline-synced stems (vocals, drums, bass, other), preview them in a local mixer, and export. Desktop-first because of heavy waveform work. Grew out of Wordplay.
Personal app · Browser
Browser-based DJ that plans transitions around meaning: time-synced lyrics on both tracks, shared words and phrases, and a crossfade when both vocals hit the same line (a wordplay hook) while staying on the beat grid, BPM, and genre style.
The Edge Forum
Preview of Season 1 of the invite-only series for senior tech leaders and the themes we explored.
Bito.ai · Tutorial
Learn how to cut your code review time with Bito.ai's AI Code Review Agent: configuration, workflow, and a hands-on demo.
Podcast · Coding Adda
Conversation on what DevRel is, why it matters, and how it shows up in real programs and communities.
Botpress · Dev tooling
Use ngrok to expose localhost over HTTPS so webhooks and channel callbacks reach your machine while you build integrations.
Motion study · Design Drug · YouTube
Typographic piece for the Design Drug challenge — layered Devanagari and Latin, built for motion and contrast on screen. Best with sound.
Botpress · Webflow
Embed your Botpress bot on a Webflow site: where to paste the snippet, publish settings, and what to verify before launch.
Botpress · Web chat
Tune the web chat look — colors, avatar, and layout — so the widget feels like part of your product, not a generic box.
Botpress · Short
Part two: when the knowledge base stays silent — checks to run, common misconfigurations, and how to get answers flowing again.
Botpress · Short
Part one: wire up a knowledge base agent so your bot can answer from your documents instead of guessing.
Botpress · Short
Give your Botpress bot a distinct voice and tone without rewriting every flow — a fast pass on personality settings.
Botpress · Short
Set the default language for your chatbot so replies and UI copy match the audience you are building for.
Botpress · Slack
Install your assistant into Slack for internal help desks, alerts, or team workflows that start in a channel or DM.
Botpress · Web chat
Add the web chat widget to your site and point it at your flows for on-page support, FAQs, or lead capture.
Botpress · Messenger
Connect Facebook Messenger so conversations land in Page inbox threads your bot can answer automatically.
Botpress · Telegram
Wire Botpress to Telegram: bot token, channel config, and testing DMs before you share the link with users.
Botpress · WhatsApp
Link Botpress to WhatsApp so your bot can reply in the app people already use daily — setup, credentials, and going live.
Botpress v12 · Slack
v12 Slack channel: workspace app install, event subscriptions, and routing Slack messages into your Botpress bot.
Botpress v12 · WhatsApp
Vonage WhatsApp sandbox on v12: API keys, webhook URLs, and sending test messages through the sandbox.
Botpress v12 · SMS
Twilio SMS channel with a food-ordering demo — inbound texts, scripted replies, and how SMS events map to Botpress.
Botpress v12 · WhatsApp
Smooch WhatsApp sandbox for v12: test WhatsApp flows with sandbox numbers before you move to production credentials.
Botpress v12 · Messenger
v12 Messenger channel: Facebook app setup, Botpress credentials, and confirming messages flow into your bot.
Botpress v12 · Telegram
v12 Telegram integration using a weather bot example — channel hooks, outbound replies, and a realistic conversation loop.