frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

Show HN: EchoStack – Deployable Voice-AI Playbooks Powered by a Manifest System

https://getechostack.com
1•solomonayoola•1h ago
Hey HN,

We’ve been working on EchoStack, a platform for deployable Voice-AI Playbooks — pre-built, outcome-driven automations that connect directly to business tools like HubSpot, Twilio, or Calendly.

Instead of building from scratch, users define what they want in a Manifest — a simple, declarative blueprint that tells our system:

The goal (e.g., qualify inbound leads, handle after-hours calls)

The tools to connect

The actions to trigger

The orchestrator reads the manifest, provisions the connections, and launches the playbook instantly.

It’s like Terraform, but for business outcomes — instead of spinning up servers, it spins up automations that deliver measurable results.

We’d love feedback on the approach, architecture, or potential edge cases we should think about.

Comments

solomonayoola•1h ago
The manifest is intentionally declarative — we wanted deployment to feel like apply playbook.yaml, not “connect this to that.” Would love feedback on whether this abstraction feels too high-level or just right for repeatable voice automations.

Kronecker in (O(p(n)^3): A Novel approach to 80-year-old P-hard problem [pdf]

https://github.com/bon-cdp/notes/blob/main/d.pdf
1•bon-cdp•1m ago•1 comments

DoorDash's State of Local Commerce Report

https://doordash-local-commerce.com/
1•samaysharma•2m ago•0 comments

Rademacher Complexity and Models of Group Competition

https://www.symmetrybroken.com/group-selection/
2•riemannzeta•5m ago•0 comments

Mission-Critical in the Context of the API Manifesto and Move Fast/Break Things

https://www.aptiv.com/en/insights/article/developing-innovative-software-without-breaking-the-system
1•ohjeez•7m ago•0 comments

TikTok Shop Is Now the Size of eBay

https://www.wired.com/story/tiktok-shop-sales-global-ecommerce/
1•bookofjoe•11m ago•1 comments

Why aren't America's national roadways working?

https://penntoday.upenn.edu/news/why-arent-americas-national-roadways-working
1•PaulHoule•14m ago•0 comments

Show HN: Let me ask AI for you

https://letmeaskaiforyou-murex.vercel.app/
3•juniorlimaivd•16m ago•0 comments

Canada loses measles elimination status after ongoing outbreaks

https://apnews.com/article/canada-loses-measles-elimination-status-1ac3a4bdc7546fac5d8e111bf5196e1e
2•pseudolus•26m ago•0 comments

Query Plan Caching

https://buttondown.com/jaffray/archive/query-plan-caching/
2•ibobev•29m ago•0 comments

More C64 Basic Optimisations

https://retrogamecoders.com/more-c64-basic-optimisations/
1•ibobev•30m ago•0 comments

TinyGPU v2.0 Heads to Production

https://www.tomshardware.com/pc-components/gpus/the-worlds-tiniest-gpu-heads-to-production-200-00...
2•radeeyate•30m ago•0 comments

Show HN: Fair CPU scheduling to run unlimited apps on one plan

https://miget.com/blog/how-miget-fair-scheduler-works
1•ktaraszk•30m ago•3 comments

Show HN: Edit Video with Claude Code

https://github.com/barefootford/buttercut
1•barefootford•31m ago•1 comments

Is physical world AI the future of autonomous machines?

https://www.therobotreport.com/physical-world-ai-future-autonomous-machines/
1•MrPowers•33m ago•0 comments

Why Everyone in Hollywood Wants Their Movie in IMAX

https://www.wsj.com/business/media/imax-movie-release-trend-6f4587a2
2•handfuloflight•33m ago•0 comments

Iran post-12-Day War

https://twitter.com/websterkaroon/status/1981881166170148891
2•7402•34m ago•0 comments

Ask HN: How hard will it be to find a job (dev) in 5 years from now?

1•RomanPushkin•34m ago•3 comments

Learning Biology as a Software Developer

https://pablofarias.com/learning-biology-as-a-software-developer/
3•zenva•37m ago•0 comments

The Age of Books and the Age of Brainrot

https://resobscura.substack.com/p/the-age-of-books-and-the-age-of-brainrot
2•benbreen•40m ago•0 comments

Mapnitor: Fast, no-bloat server monitoring for Linux and Windows

https://mapnitor.com/
2•arlindb•41m ago•0 comments

Why is West Virginia's forest cover more complete in OpenStreetMap?

https://old.reddit.com/r/gis/comments/1oq1tzj/why_is_west_virginias_forest_cover_so_much_more/
1•raybb•42m ago•0 comments

What Caused Performance Issues in My Tiny RPG

https://jslegenddev.substack.com/p/what-caused-performance-issues-in
3•ibobev•46m ago•0 comments

Turkish authorities arrest eight, suspend 1024 players in betting investigation

https://www.theguardian.com/football/2025/nov/10/turkish-authorities-alleged-betting-investigatio...
2•Tarsul•47m ago•0 comments

Italian Pasta Is Poised to Disappear from American Grocery Shelves

https://www.wsj.com/world/europe/italy-pasta-trump-tariffs-e38d86a6
4•bookofjoe•47m ago•1 comments

The Sinking of the Edmund Fitzgerald

https://exformation.williamrinehart.com/p/the-sinking-of-the-edmund-fitzgerald
2•wrineha2•47m ago•0 comments

Show HN: AgentSilex – Transparent agent framework you can read in 30 minutes

https://github.com/howl-anderson/agentsilex
1•howlanderson•52m ago•0 comments

Why are so many young people getting cancer? [video]

https://www.youtube.com/watch?v=ZvAXxz-ZcYE
1•donsupreme•53m ago•0 comments

Lovable for GitHub Repos

https://www.makewithfrase.com/
1•keyserfaty•57m ago•0 comments

IaC First, Unconventional with Intent

https://www.proxylity.com/articles/iac-first-devex.html
2•mlhpdx•59m ago•0 comments

EU Commission internal draft would wreck core principles of the GDPR

https://noyb.eu/en/eu-commission-about-wreck-core-principles-gdpr
3•zoobab•1h ago•0 comments