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Show HN: Run AI-generated logic safely inside your app

https://stof.dev/
2•cj-builds•40m ago
Stof is an open-source runtime for logic you don't own or fully trust.

Imagine a JSON document with functions inside, scoped to just the document that contains them. Stof instantiates this doc as a small wasm env, and makes these functions safe to call. They can't access or manipulate anything but their own doc.

WebAssembly by itself is large in binary form, requires a lot of tooling, etc. Stof can be sent over the wire easily, is a superset of JSON for compatibility, and keeps the guarantees.

I created Stof not to replace a data format or anything, but to be a glue layer for data and distributed systems to work with one another. This includes I/O for interchange data like JSON, YAML, TOML, etc., but also complex data like PDFs, images, binaries, both structured and unstructured (good layer to turn one into the other).

The fact is, the layer of data and communication between apps tends to be a bit messy, and strict adapters compiled at build time tend to be insufficient for the dynamism of modern software.

This applies directly to AI-generated data and code, which is basically like calling into another untrusted service. With this, you can safely embed the execution, pick where things run, and combine harnesses like data. Works well as a "living" context, also with the JSON interop - just parse into or stringify sections of the Stof doc at runtime when needed, like agent tool defs.

The playground on the site runs entirely in your browser. Stof is written in Rust and has support for JS/TS and Python today.

I'd especially like feedback on whether the idea makes sense from the landing page, and where the docs need help.

GitHub: https://github.com/dev-formata-io/stof

Thank you!!

-CJ

Social Security benefits increase will hit 3.6% in 2027

https://rhodeislandcurrent.com/2026/10/14/repub/social-security-benefits-increase-will-hit-3-6-in...
1•chmaynard•1m ago•0 comments

Algorithmic Patterns on the Live Loom

https://www.matteringpress.org/books/homo-textor
1•bojackh•2m ago•0 comments

Sealed execution environment for GitHub Actions

https://github.com/nolabs-ai/runseal
1•decodebytes•2m ago•0 comments

LLM vs. Decision models like Jev and use-cases

https://grigio.org/llm-vs-decision-models-like-jev-and-use-cases/
1•grigio•4m ago•0 comments

Auditory processing strategies in humans and zebra finches

https://www.nature.com/articles/s42003-026-11035-9
1•bryanrasmussen•4m ago•1 comments

We should reject AI in academia

https://aeporreca.org/blog/why-we-should-reject-ai-in-academia/
1•speckx•4m ago•0 comments

Show HN: Checkobot – Detect Deepfakes and AI Images

https://checkobot.ai
2•krtk00•6m ago•0 comments

Show HN: OSS AI engineering telemetry without collecting prompts or code

https://github.com/ascendaone-com/ai-engineer-tools
1•emotf•7m ago•0 comments

Anthropic's Scion: A Four Year Project in Five Months

https://secondthoughts.ai/p/anthropics-scion-software-development
1•gk1•8m ago•0 comments

Show HN: Stateofpixel for UI Regression Testing

https://stateofpixel.com
1•vaibhavacharya•9m ago•0 comments

Show HN: Dub Anything – Dub videos in each actor's own voice

https://github.com/swax/dub-anything
2•swax•9m ago•0 comments

Jev Router: From Frontier Top Open Models

https://x.com/1littlecoder/article/2110390347977330961
1•amrrs•11m ago•0 comments

Casey Newton and John Gruber Slink Back to X

https://karlbode.com/casey-newton-and-john-gruber-slink-back-to-elon-musks-right-wing-propaganda-...
2•colinprince•15m ago•0 comments

Analyzing technical documents with Deep Review

https://research.google/blog/analyzing-technical-documents-with-deep-review/
2•adt2bt•15m ago•0 comments

Lockstep to pipeline in almost one line

https://andersmurphy.com/2026/10/12/lockstep-to-pipeline-in-one-line.html
1•speckx•17m ago•0 comments

Bank of America hired 1000 contractors to patch software flaws exposed by Mythos

https://www.cnbc.com/2026/10/14/anthropic-mythos-bank-of-america-hiring-cost.html
3•mirzap•18m ago•0 comments

Epic Games is bragging about their new store being vibe-coded

https://www.destructoid.com/epic-games-store-ai-vibe-coded/
3•ortusdux•18m ago•1 comments

The Coming Programming Language Renaissance

https://joshlf.com/posts/pl-renaissance/
1•alex_hirner•19m ago•0 comments

Reliable GPU Compute for Large Training and Inference Jobs

https://netflixtechblog.medium.com/reliable-gpu-compute-for-large-training-inference-jobs-d62b03a...
1•rutigs•20m ago•1 comments

Wealth Inequality in America Drawn to Scale

https://dreamagainusa.org/
2•laurex•20m ago•0 comments

Gemini 4 Argon

https://blog.google/innovation-and-ai/models-and-research/gemini-models/introducing-gemini-4-argon/
3•ycosynot•20m ago•1 comments

How to Instrument a Multi-Agent System for Complete Causal Lineage

https://medium.com/@MirArshadTalpur/how-to-instrument-a-multi-agent-system-for-complete-causal-li...
1•Arshad-Talpur•21m ago•0 comments

AI agents overstate their results and remain far from autonomous

https://www.renascence.io/news/104630/ai-agents-overstate-their-results-and-remain-far-from-auton...
2•elorant•21m ago•0 comments

Medison – a small, free audio recorder and editor for Mac, Windows and Linux

https://www.medisonaudio.com
1•tylersrevenge•22m ago•0 comments

Preparing for the 2026 US Midterms

https://www.anthropic.com/news/2026-us-midterms
3•dgellow•22m ago•0 comments

Dogs Seem to Agree with Humans That 'Bouba' Is Round and 'Kiki' Is Spiky

https://www.sciencealert.com/dogs-seem-to-agree-with-humans-that-bouba-is-round-and-kiki-is-spiky
1•thunderbong•22m ago•0 comments

How to Convert Pipedream Workflows to FlowRunner, with Real Examples

https://flowrunner.ai/blog/pipedream-to-flowrunner-conversions
1•markpiller•23m ago•0 comments

Show HN: AI Interview Index – which companies allow AI in coding interviews

https://aiinterviewindex.com
1•MoritzWall•23m ago•1 comments

NCMNext-Concept Modeling: Fast, Parallel Coarse-to-Fine Text Generation

https://scalingintelligence.stanford.edu/blogs/ncm/
1•matt_d•23m ago•0 comments

44Net Connect: A Simpler Way to Use 44Net

1•ARDC_73•24m ago•0 comments