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fresh takes · straight from the oven 🥐

the krispy
blog.

Field notes on AI live chat, human handoff, self-hosting, and the open tools indie builders actually use. Honest comparisons, real setup guides, first-hand from the team building Krispy.

Buttr the croissant mascot

bonjour — Buttr here. i read the whole internet so you don't have to. these are the good bits. 🥐

à la une · featured
Cloudflare Workers AI vs OpenAI: 2026 Cost Breakdown
Shai Snir

Cloudflare Workers AI vs OpenAI: 2026 Cost Breakdown

Cloudflare Workers AI starts free (10,000 neurons/day) vs OpenAI's $0.15–$10 per million tokens. Here's the honest cost breakdown for indie teams in 2026.

cloudflareopenaicostworkers-ai
read it →
the honest comparisons

krispy vs the usual

The Open-Source Founder Stack (2026)
Shai Snir

The Open-Source Founder Stack (2026)

Six open-source or free tools that cover auth, database, payments, email, analytics, and live chat for a real product — with their actual free-tier numbers.

open-sourcefounder stackself-hosted
The Almost-Free Stack: Build a SaaS in 2026 for ~$0
Shai Snir

The Almost-Free Stack: Build a SaaS in 2026 for ~$0

7 real tools with free tiers generous enough to take a SaaS from idea to first paying users at near-zero cost in 2026 — with honest limits and watch-outs.

free tiersaas stackself-hosted
Telegram vs Slack vs Discord for Customer Support (2026)
Shai Snir

Telegram vs Slack vs Discord for Customer Support (2026)

Compare Telegram, Slack, and Discord for customer support in 2026: costs, real tradeoffs, and which fits indie teams, B2B SaaS, and open-source communities.

telegramslackdiscord
The Self-Hosted Customer Support Stack (2026)
Shai Snir

The Self-Hosted Customer Support Stack (2026)

Six open-source tools for a complete self-hosted customer support stack in 2026: live chat, help desk, knowledge base, CSAT, error tracking, and status page.

self-hostedcustomer supportopen-source
Open-Source Alternatives to the SaaS You Overpay For (2026)
Shai Snir

Open-Source Alternatives to the SaaS You Overpay For (2026)

The best open-source alternatives to expensive SaaS tools in 2026 — 8 categories, real prices, and which self-hosted options are production-ready.

open-sourceself-hostedsaas-alternatives
Krispy vs Tawk.to: free live chat without the catch
Shai Snir

Krispy vs Tawk.to: free live chat without the catch

Tawk.to is free but charges $19/mo to remove its branding and locks AI behind a paid add-on. Krispy is MIT-licensed, self-hosted on Cloudflare, AI included.

comparisonlive-chatopen-source
Krispy vs Intercom: Open-Source Live Chat Alternative
Shai Snir

Krispy vs Intercom: Open-Source Live Chat Alternative

Intercom starts at $29/seat/month with no free tier. Krispy is open-source, self-hosted on Cloudflare Workers, and costs $0 in platform fees.

intercomopen-sourceself-hosted
Krispy vs Crisp: Open-Source Live Chat Compared
Shai Snir

Krispy vs Crisp: Open-Source Live Chat Compared

Crisp starts at $25/seat/month and charges separately for AI. Krispy is MIT-licensed, self-hosts free on Cloudflare, and ships with AI replies built in.

crisp alternativeopen sourceself-hosted chat
Krispy vs Chatwoot: which open-source live chat fits you?
Shai Snir

Krispy vs Chatwoot: which open-source live chat fits you?

Krispy and Chatwoot are both MIT-licensed. Chatwoot self-hosting costs $60–120/mo in infra. Krispy runs on Cloudflare Workers for $0, with AI built in.

chatwootopen-sourceself-host
Free Developer Tools Worth Switching To in 2026
Shai Snir

Free Developer Tools Worth Switching To in 2026

Eight free developer tools in 2026 with real free-tier limits — Cloudflare, Neon, Better Auth, Resend, PostHog, Infisical, Dodo, and Krispy.

free developer toolstech stackself-hosted
Cloudflare Workers vs Vercel for Side Projects (2026)
Shai Snir

Cloudflare Workers vs Vercel for Side Projects (2026)

Cloudflare Workers vs Vercel for side projects in 2026: free tiers, pricing cliffs, DX tradeoffs, and 3 concrete scenarios to pick the right one.

cloudflarevercelself-hosting
Best Zendesk Alternatives for Small Teams (2026)
Shai Snir

Best Zendesk Alternatives for Small Teams (2026)

7 real Zendesk alternatives for small teams in 2026 — from free self-hosted tools to flat-rate SaaS, with honest pricing and who each one is actually for.

zendesk-alternativeslive-chatcustomer-support
The Best Self-Hosted Tools for 2026
Shai Snir

The Best Self-Hosted Tools for 2026

The 9 best self-hosted tools for 2026: database, auth, analytics, secrets, email, live chat, and automation — with real limits and honest gotchas.

self-hostingopen-sourceown-your-stack
Best Open-Source Live Chat Tools in 2026
Shai Snir

Best Open-Source Live Chat Tools in 2026

The 6 best open-source live chat tools in 2026 — MIT license, self-host cost, built-in AI, and Telegram handoff compared honestly.

live-chatopen-sourceself-hosted
The Best Intercom Alternatives in 2026 (Open-Source & Hosted)
Shai Snir

The Best Intercom Alternatives in 2026 (Open-Source & Hosted)

6 real Intercom alternatives in 2026 — from free open-source tools to hosted options — with pricing, self-hosting details, and who each one actually suits.

intercom-alternativeslive-chatopen-source
Best Free Tiers for Bootstrapped Founders (2026)
Shai Snir

Best Free Tiers for Bootstrapped Founders (2026)

The 20 best free-tier tools for bootstrapped founders in 2026, covering support, database, email, analytics, hosting, and AI — with real limits and no surprises.

free-tierbootstrappingindie-hacker
The Best Crisp Alternatives in 2026
Shai Snir

The Best Crisp Alternatives in 2026

The 6 best Crisp alternatives in 2026 compared — free, open-source, and hosted options for teams who want to cut per-seat costs or self-host.

crisp alternativelive chatopen source
AI Customer Support Tools Compared (2026)
Shai Snir

AI Customer Support Tools Compared (2026)

Six AI customer support tools compared for 2026: real pricing, self-hosting options, and who each one is actually built for.

ai customer supportcomparisonopen source
field notes & guides

build it, own it, ship it

Why Per-Seat Pricing Punishes Solo Founders
Shai Snir

Why Per-Seat Pricing Punishes Solo Founders

Per-seat pricing scales with headcount, not support volume. At $29–74/seat/month, a solo founder with one VA pays double — for the same 40 conversations.

solo founderper-seat pricingsupport tools
Why we made Krispy open source
Shai Snir

Why we made Krispy open source

Krispy is open source so you can read the code before you trust it with customer conversations. Self-host in 3 commands for $0, or use Krispy Cloud.

open-sourcebuild-in-publicself-hosting
What is human-in-the-loop live chat?
Shai Snir

What is human-in-the-loop live chat?

Human-in-the-loop live chat means a bot handles first contact, then hands off to a real person when it's stuck — without losing the thread.

live-chathuman-in-the-loopai-chatbot
Turn site visitors into Telegram leads
Shai Snir

Turn site visitors into Telegram leads

Krispy's AI answers visitors 24/7, pre-qualifies them, and routes real leads to Telegram in seconds — 2-command setup, free on Cloudflare Workers.

lead capturetelegramlive chat
The $0 support stack for solo founders
Shai Snir

The $0 support stack for solo founders

Solo founders can cover AI chat, human handoff, bug tracking, and docs for $0/month with self-hosted Krispy, GitHub Issues, and Cloudflare Workers.

solo foundersupport toolsself-hosted
SEO you can't forget to do: how we made GEO a build gate
The krispyai team

SEO you can't forget to do: how we made GEO a build gate

We turned Google's AI-optimization advice into a script that fails the build. Here's what check:seo actually enforces — and the honest part it can't: original, first-hand content.

seogeostructure
What You Can Self-Host Free on Cloudflare in 2026
Shai Snir

What You Can Self-Host Free on Cloudflare in 2026

A practical guide to Cloudflare's free tier in 2026: 8 services you can self-host at $0, their real limits, and what needs a paid plan.

cloudflareself-hostingfree tier
Self-host live chat on Cloudflare for free
Shai Snir

Self-host live chat on Cloudflare for free

Self-host AI live chat on Cloudflare for $0/mo using Workers, Pages, and Durable Objects. Built-in AI answers questions; Telegram handoff routes the rest.

self-hostingcloudflarelive-chat
Own Your Stack: The Case Against Renting Your SaaS (2026)
Shai Snir

Own Your Stack: The Case Against Renting Your SaaS (2026)

Renting SaaS means per-seat pricing, vendor lock-in, and losing your data when you cancel. In 2026, at least 6 core tools can be self-hosted for 60–80% less — here's the honest comparison.

self-hostingopen-sourceindie-hacker
Own your customer conversations: self-hosted chat
Shai Snir

Own your customer conversations: self-hosted chat

Put customer chat in your own database — not a vendor's. Self-hosted Krispy costs $0/month on Cloudflare's free tier and keeps conversation history in infrastructure you control.

self-hostingdata-ownershipopen-source
Live chat for indie hackers and side projects
Shai Snir

Live chat for indie hackers and side projects

Live chat for indie projects shouldn't cost $74/mo. Krispy is open-source, self-hosts on Cloudflare for $0, and hands off to Telegram when a human is needed.

live chatindie hackersside projects
The Indie Hacker Stack for 2026
Shai Snir

The Indie Hacker Stack for 2026

The complete indie hacker tech stack for 2026: 10 layers, real pricing, and which tools to self-host vs. pay for as a solo founder or small team.

indie hackertech stackself-hosted
How we built live takeover with Cloudflare Durable Objects
Shai Snir

How we built live takeover with Cloudflare Durable Objects

The architecture behind Krispy's live chat handoff: one Durable Object per session, persistent WebSocket, zero dropped messages when a human takes over.

cloudflaredurable-objectswebsocket
How to Build a SaaS for Almost Free (2026 Blueprint)
Shai Snir

How to Build a SaaS for Almost Free (2026 Blueprint)

Step-by-step guide to building a SaaS for near-zero cost in 2026: 8 real tools, the order to add them, and the honest free-tier limits for each.

saasfree tierbuild order
Embed the Krispy Chat Widget in Next.js, React, or HTML
Shai Snir

Embed the Krispy Chat Widget in Next.js, React, or HTML

Three copy-paste patterns to add a Krispy chat widget to any site — plain script tag, React useEffect hook, or Next.js Script component. No npm install.

embednext.jsreact
Telegram Handoff for Live Chat: How Krispy Routes to You
Shai Snir

Telegram Handoff for Live Chat: How Krispy Routes to You

Connect Krispy's AI chatbot to Telegram in 3 minutes. When a visitor needs a human, your phone buzzes — reply right there, no dashboard.

telegramhandofflive-chat
How to Choose an AI Model for Krispy Live Chat
Shai Snir

How to Choose an AI Model for Krispy Live Chat

Krispy runs on Workers AI (free), OpenAI, or Anthropic. Cost breakdown, side-by-side table, and the 2-minute config change — pick your model and go.

workers-aiopenaianthropic
From bot to human without dropping the conversation
Shai Snir

From bot to human without dropping the conversation

Most chat platforms drop context when a bot hands off to a human. Krispy keeps the full transcript in one place — no restarts, no repeated questions.

handofflive-chathuman-in-the-loop
apps · services · libs: the only three folders we let ourselves have
The krispyai team

apps · services · libs: the only three folders we let ourselves have

Why krispyai splits code by who consumes it — not by feature or by tech — and how that one rule stopped us from restructuring the repo every quarter.

structuremonoreponx
AI chatbot vs live chat vs human-in-the-loop: which do you need?
Shai Snir

AI chatbot vs live chat vs human-in-the-loop: which do you need?

Pure AI chatbot, human live chat, or human-in-the-loop? Compare all 3 support modes — cost, scalability, and which one a small team should actually start with.

live-chatai-chatbothuman-in-the-loop
Add AI live chat to your site in 5 minutes
Shai Snir

Add AI live chat to your site in 5 minutes

Deploy Krispy — open-source AI live chat with Telegram handoff — to Cloudflare Workers in minutes. Free to self-host, no API key or credit card needed.

live chatquickstartcloudflare
let the bot cook 🥐

stop reading. start shipping.

Krispy is the open-source AI live chat that answers in your voice and taps you in on Telegram. Self-host it free.

meet Krispy →