Manifest
@manifestfordevs.bsky.social
Self-healing APIs. Turn failed API requests into successful ones in real time.
Karpathy published his field notes on agent loops. 9 rules for letting the model drive while you keep judgment.
The core idea: stop writing prompts. Write the loop that prompts.
I took that literally and built one. In reply, my implementation writeup ⬇️
The core idea: stop writing prompts. Write the loop that prompts.
I took that literally and built one. In reply, my implementation writeup ⬇️
I stopped prompting my agent. Now I design the loop that prompts it.
We're moving past the era where working with an agent meant typing a prompt, waiting, reading the diff, typing again. You are the loop in that setup.
www.linkedin.com
June 30, 2026 at 4:38 PM
Karpathy published his field notes on agent loops. 9 rules for letting the model drive while you keep judgment.
The core idea: stop writing prompts. Write the loop that prompts.
I took that literally and built one. In reply, my implementation writeup ⬇️
The core idea: stop writing prompts. Write the loop that prompts.
I took that literally and built one. In reply, my implementation writeup ⬇️
Most LLM API requests fail because of avoidable errors. They cause real downtime for AI agents in production.
at Manifest, We're fixing these requests automatically before they reach your app.
Today, I'm looking for a few teams to try it early.
⬇️ Link in reply ⬇️
at Manifest, We're fixing these requests automatically before they reach your app.
Today, I'm looking for a few teams to try it early.
⬇️ Link in reply ⬇️
June 30, 2026 at 2:40 PM
Most LLM API requests fail because of avoidable errors. They cause real downtime for AI agents in production.
at Manifest, We're fixing these requests automatically before they reach your app.
Today, I'm looking for a few teams to try it early.
⬇️ Link in reply ⬇️
at Manifest, We're fixing these requests automatically before they reach your app.
Today, I'm looking for a few teams to try it early.
⬇️ Link in reply ⬇️
Reposted by Manifest
Don't bet your production agents on a single model.
Fable 5 shipped and got pulled 3 days later. Every agent hardwired to it broke.
Prices change. Access disappears. The only protection is routing.
manifest.build/blog/fable-5...
Fable 5 shipped and got pulled 3 days later. Every agent hardwired to it broke.
Prices change. Access disappears. The only protection is routing.
manifest.build/blog/fable-5...
Fable 5 Doubled in Price, Then Vanished in Three Days. Don't Hardwire Your Agents to One Model.
Claude Fable 5 is the most expensive model Anthropic has ever released, and access was suspended three days after launch. The real lesson has nothing to do with Fable 5: it's your dependency on a sing...
manifest.build
June 24, 2026 at 3:03 PM
Don't bet your production agents on a single model.
Fable 5 shipped and got pulled 3 days later. Every agent hardwired to it broke.
Prices change. Access disappears. The only protection is routing.
manifest.build/blog/fable-5...
Fable 5 shipped and got pulled 3 days later. Every agent hardwired to it broke.
Prices change. Access disappears. The only protection is routing.
manifest.build/blog/fable-5...
Awesome Awesome Free LLM APIs 🤩
- 14 providers
- all with permanent free tiers (no trial credits)
- OpenAI SDK-compatible
⬇️ Thread
- 14 providers
- all with permanent free tiers (no trial credits)
- OpenAI SDK-compatible
⬇️ Thread
GitHub - mnfst/awesome-free-llm-apis: List of Permanent Free LLM API (API Keys)
List of Permanent Free LLM API (API Keys). Contribute to mnfst/awesome-free-llm-apis development by creating an account on GitHub.
github.com
April 23, 2026 at 4:20 AM
Awesome Awesome Free LLM APIs 🤩
- 14 providers
- all with permanent free tiers (no trial credits)
- OpenAI SDK-compatible
⬇️ Thread
- 14 providers
- all with permanent free tiers (no trial credits)
- OpenAI SDK-compatible
⬇️ Thread
You can now use your Claude Pro/Max subscription with Manifest.
This was our most requested feature. Connect your existing plan and Manifest routes your requests across models automatically. Enjoy 🦞
github.com/mnfst/manifest
This was our most requested feature. Connect your existing plan and Manifest routes your requests across models automatically. Enjoy 🦞
github.com/mnfst/manifest
March 19, 2026 at 12:09 AM
You can now use your Claude Pro/Max subscription with Manifest.
This was our most requested feature. Connect your existing plan and Manifest routes your requests across models automatically. Enjoy 🦞
github.com/mnfst/manifest
This was our most requested feature. Connect your existing plan and Manifest routes your requests across models automatically. Enjoy 🦞
github.com/mnfst/manifest
Stop overpaying for your 🦞
@OpenClaw
usage. We built Manifest, a free open-source platform that routes every request to the right model. Runs locally, no data collected, full cost dashboard. Easy to setup
github.com/mnfst/manifest 🦚 #AgenticAI #LLM #openclaw
@OpenClaw
usage. We built Manifest, a free open-source platform that routes every request to the right model. Runs locally, no data collected, full cost dashboard. Easy to setup
github.com/mnfst/manifest 🦚 #AgenticAI #LLM #openclaw
February 28, 2026 at 12:29 AM
Stop overpaying for your 🦞
@OpenClaw
usage. We built Manifest, a free open-source platform that routes every request to the right model. Runs locally, no data collected, full cost dashboard. Easy to setup
github.com/mnfst/manifest 🦚 #AgenticAI #LLM #openclaw
@OpenClaw
usage. We built Manifest, a free open-source platform that routes every request to the right model. Runs locally, no data collected, full cost dashboard. Easy to setup
github.com/mnfst/manifest 🦚 #AgenticAI #LLM #openclaw
If you’re running OpenClaw, you probably don’t actually know what it’s costing you.
You just see the bill later.
I built something to fix that. 👇
You just see the bill later.
I built something to fix that. 👇
Manifest
Manifest provides you with detailed visibility into the operational costs of your OpenClaw agents. You can track expenses with precision, seeing exactly what each message, action, and model costs in r...
peerpush.net
February 23, 2026 at 8:01 PM
If you’re running OpenClaw, you probably don’t actually know what it’s costing you.
You just see the bill later.
I built something to fix that. 👇
You just see the bill later.
I built something to fix that. 👇
Reposted by Manifest
Today, AI assistants reply with walls of text. Tomorrow, they'll render your products, your checkout, your brand.
We built an open-source UI toolkit for rendering beautiful chat experiences inside ChatGPT.
Start building➡️: ui.manifest.build
@shadcn.com, @manifestfordevs.bsky.social
We built an open-source UI toolkit for rendering beautiful chat experiences inside ChatGPT.
Start building➡️: ui.manifest.build
@shadcn.com, @manifestfordevs.bsky.social
Manifest Agentic UI Toolkit
Beautiful UI blocks for building conversational interfaces. Ready-to-use components for ChatGPT, Claude, and other AI assistants.
ui.manifest.build
December 12, 2025 at 8:12 PM
Today, AI assistants reply with walls of text. Tomorrow, they'll render your products, your checkout, your brand.
We built an open-source UI toolkit for rendering beautiful chat experiences inside ChatGPT.
Start building➡️: ui.manifest.build
@shadcn.com, @manifestfordevs.bsky.social
We built an open-source UI toolkit for rendering beautiful chat experiences inside ChatGPT.
Start building➡️: ui.manifest.build
@shadcn.com, @manifestfordevs.bsky.social
⚡️ Create a backend for a Twitter-clone in just 3 minutes?
It’s possible with **Manifest** in 5 simple steps 👇
A thread 🧵
It’s possible with **Manifest** in 5 simple steps 👇
A thread 🧵
August 21, 2025 at 9:56 AM
⚡️ Create a backend for a Twitter-clone in just 3 minutes?
It’s possible with **Manifest** in 5 simple steps 👇
A thread 🧵
It’s possible with **Manifest** in 5 simple steps 👇
A thread 🧵
See that code below?
Just those 19 lines define the full backend of a contact form that sends emails.
Using @manifestfordevs.bsky.social with @resend.com feels like magic. 🤩
Perfect for shipping prototypes or real projects fast.
👉 Source code: github.com/brunobuddy/l...
#DevTool #opensource
Just those 19 lines define the full backend of a contact form that sends emails.
Using @manifestfordevs.bsky.social with @resend.com feels like magic. 🤩
Perfect for shipping prototypes or real projects fast.
👉 Source code: github.com/brunobuddy/l...
#DevTool #opensource
August 7, 2025 at 2:49 PM
See that code below?
Just those 19 lines define the full backend of a contact form that sends emails.
Using @manifestfordevs.bsky.social with @resend.com feels like magic. 🤩
Perfect for shipping prototypes or real projects fast.
👉 Source code: github.com/brunobuddy/l...
#DevTool #opensource
Just those 19 lines define the full backend of a contact form that sends emails.
Using @manifestfordevs.bsky.social with @resend.com feels like magic. 🤩
Perfect for shipping prototypes or real projects fast.
👉 Source code: github.com/brunobuddy/l...
#DevTool #opensource
Nested groups just landed in Manifest! 🎉.
It makes Manifest a perfect fit for the vast majority of websites that need structured and reusable content blocks.
#Headless #CMS #Backend #FrontendDev
manifest.build/docs/groups
It makes Manifest a perfect fit for the vast majority of websites that need structured and reusable content blocks.
#Headless #CMS #Backend #FrontendDev
manifest.build/docs/groups
Groups (nested entities) | Manifest Docs
TODO
manifest.build
August 4, 2025 at 9:34 PM
Nested groups just landed in Manifest! 🎉.
It makes Manifest a perfect fit for the vast majority of websites that need structured and reusable content blocks.
#Headless #CMS #Backend #FrontendDev
manifest.build/docs/groups
It makes Manifest a perfect fit for the vast majority of websites that need structured and reusable content blocks.
#Headless #CMS #Backend #FrontendDev
manifest.build/docs/groups
We just started! Beginner tutorials to explain Manifest from A to Z. First 2 episodes are online. More coming soon 🎬👇
www.youtube.com/@Manifest-fo...
#dev #tutorial #backend #opensource
www.youtube.com/@Manifest-fo...
#dev #tutorial #backend #opensource
Manifest
Manifest is a lightweight Backend-as-a-Service allowing developers to create backends easily and quickly.
www.youtube.com
July 17, 2025 at 5:48 PM
We just started! Beginner tutorials to explain Manifest from A to Z. First 2 episodes are online. More coming soon 🎬👇
www.youtube.com/@Manifest-fo...
#dev #tutorial #backend #opensource
www.youtube.com/@Manifest-fo...
#dev #tutorial #backend #opensource
🚦 Manifest now lets you prevent too many requests with simple rules.
Just set your limits in your YAML file.
Docs: manifest.build/docs/security
#OpenSource #backend #API #DevTools #ratelimiting #YAML #webdev #LLM #security
Just set your limits in your YAML file.
Docs: manifest.build/docs/security
#OpenSource #backend #API #DevTools #ratelimiting #YAML #webdev #LLM #security
Security | Manifest Docs
Implement Security in your Manifest backend and make sure that your app is protected.
manifest.build
July 16, 2025 at 4:56 PM
🚦 Manifest now lets you prevent too many requests with simple rules.
Just set your limits in your YAML file.
Docs: manifest.build/docs/security
#OpenSource #backend #API #DevTools #ratelimiting #YAML #webdev #LLM #security
Just set your limits in your YAML file.
Docs: manifest.build/docs/security
#OpenSource #backend #API #DevTools #ratelimiting #YAML #webdev #LLM #security
✨ New in our Admin UI: add helpText to any property or relationship!
github.com/mnfst/manife...
#webdev #backend #full-stack
github.com/mnfst/manife...
#webdev #backend #full-stack
✨ Introducing helpText in admin UI · mnfst manifest · Discussion #454
Hi folks, You can now add a helpText to any property or relationship. Those helpTexts will show up right in the Admin panel to guide your users. Here’s the syntax: Cat: properties: - { name: name, ...
github.com
July 2, 2025 at 8:23 AM
✨ New in our Admin UI: add helpText to any property or relationship!
github.com/mnfst/manife...
#webdev #backend #full-stack
github.com/mnfst/manife...
#webdev #backend #full-stack
🔑 Ownership-based access is now available in Manifest! Add condition: "self" to your policies to ensure only item owners can CRUD. Dive into the docs 👉 manifest.build/docs/access#... #APIs #DevTools #backend 🚀
Access policies | Manifest Docs
Access Policies ensure that we provide specific access to resources for users. You may want to open publicly the read access for an entity while limiting creation to logged in users for example.
manifest.build
June 30, 2025 at 8:45 AM
🔑 Ownership-based access is now available in Manifest! Add condition: "self" to your policies to ensure only item owners can CRUD. Dive into the docs 👉 manifest.build/docs/access#... #APIs #DevTools #backend 🚀
Tired of vibe code tools struggling with backend logic?
Try Manifest! It gives you a complete backend you can generate, edit, and ship directly from @cursor_ai or @windsurf_ai.
manifest.build #aiassistedcoding #aicodeeditor #vibecoding
Try Manifest! It gives you a complete backend you can generate, edit, and ship directly from @cursor_ai or @windsurf_ai.
manifest.build #aiassistedcoding #aicodeeditor #vibecoding
Manifest - The backend for AI code editors
A backend made for AI-powered coding with auth, storage, logic and all the essentials
manifest.build
June 19, 2025 at 1:26 PM
Tired of vibe code tools struggling with backend logic?
Try Manifest! It gives you a complete backend you can generate, edit, and ship directly from @cursor_ai or @windsurf_ai.
manifest.build #aiassistedcoding #aicodeeditor #vibecoding
Try Manifest! It gives you a complete backend you can generate, edit, and ship directly from @cursor_ai or @windsurf_ai.
manifest.build #aiassistedcoding #aicodeeditor #vibecoding
Curious how fast you can spin up a backend with Manifest?
This video shows the full process in a few minutes
www.youtube.com/watch?v=BceJ...
#backend #devtools
This video shows the full process in a few minutes
www.youtube.com/watch?v=BceJ...
#backend #devtools
Build a backend in 2 Minutes with Manifest 🦚
YouTube video by Manifest
www.youtube.com
June 10, 2025 at 5:29 PM
Curious how fast you can spin up a backend with Manifest?
This video shows the full process in a few minutes
www.youtube.com/watch?v=BceJ...
#backend #devtools
This video shows the full process in a few minutes
www.youtube.com/watch?v=BceJ...
#backend #devtools
Manifest now uses UUIDs instead of IDs 🔐
✅ No more predictable URLs, ✅ cleaner API, ✅ better privacy.
Thanks to the community for the feedback!
Details: github.com/mnfst/manife...
#webdev #backend #opensource #privacy #api #javascript #uuid
✅ No more predictable URLs, ✅ cleaner API, ✅ better privacy.
Thanks to the community for the feedback!
Details: github.com/mnfst/manife...
#webdev #backend #opensource #privacy #api #javascript #uuid
Release [email protected] · mnfst/manifest
Minor Changes
beb4317: Replaced incremental int IDs by UUIDs, thanks @jerryjappinen
github.com
June 9, 2025 at 2:48 PM
Manifest now uses UUIDs instead of IDs 🔐
✅ No more predictable URLs, ✅ cleaner API, ✅ better privacy.
Thanks to the community for the feedback!
Details: github.com/mnfst/manife...
#webdev #backend #opensource #privacy #api #javascript #uuid
✅ No more predictable URLs, ✅ cleaner API, ✅ better privacy.
Thanks to the community for the feedback!
Details: github.com/mnfst/manife...
#webdev #backend #opensource #privacy #api #javascript #uuid
Manifest.build is now listed on @lovable_dev!
A big thanks for featuring us 🙌
→ docs.lovable.dev/integrations...
A big thanks for featuring us 🙌
→ docs.lovable.dev/integrations...
March 25, 2025 at 5:32 PM
Manifest.build is now listed on @lovable_dev!
A big thanks for featuring us 🙌
→ docs.lovable.dev/integrations...
A big thanks for featuring us 🙌
→ docs.lovable.dev/integrations...
mnfst's GitHub Sponsors profile is live! You can sponsor us to support mnfst's open source work 💖 github.com/sponsors/mnf...
Sponsor @mnfst on GitHub Sponsors
Support Manifest's open source work
github.com
March 4, 2025 at 9:57 PM
mnfst's GitHub Sponsors profile is live! You can sponsor us to support mnfst's open source work 💖 github.com/sponsors/mnf...
🚀 Manifest 4.10 is here, bringing us closer to production readiness, with PostgreSQL support, custom middleware, S3 storage compatibility, and enhanced password security. Check it out: github.com/mnfst/manife...
#ManifestUpdate #DevOps #BackendDevelopment
#ManifestUpdate #DevOps #BackendDevelopment
GitHub - mnfst/manifest: 🦚 The 1-file backend.
🦚 The 1-file backend. . Contribute to mnfst/manifest development by creating an account on GitHub.
github.com
March 3, 2025 at 5:35 PM
🚀 Manifest 4.10 is here, bringing us closer to production readiness, with PostgreSQL support, custom middleware, S3 storage compatibility, and enhanced password security. Check it out: github.com/mnfst/manife...
#ManifestUpdate #DevOps #BackendDevelopment
#ManifestUpdate #DevOps #BackendDevelopment
🚀 Manifest 4.1.1 "Clank" is here, featuring unique types and rich text editing—perfect for building CMSs and more. We can’t wait to see what you create! 👉 github.com/mnfst/manifest/discussions/240 #Manifest #DevTools #OpenSource
🎉 Manifest 4.1.1 "Clank" is here! · mnfst manifest · Discussion #240
We’re excited to announce the release of Manifest 4.1.1, bringing notable improvements: ☝️ Single types: Easily edit singular entities like dynamic pages, settings, or layout content. ✍️ Rich text ...
github.com
December 5, 2024 at 2:03 PM
🚀 Manifest 4.1.1 "Clank" is here, featuring unique types and rich text editing—perfect for building CMSs and more. We can’t wait to see what you create! 👉 github.com/mnfst/manifest/discussions/240 #Manifest #DevTools #OpenSource