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Article URL: https://alexanderwanyoike.github.io/vibez/

Comments URL: https://news.ycombinator.com/item?id=49232369

Points: 2

# Comments: 0

Article URL: https://download.majix.org/dec/palcode_dsgn_gde.pdf

Comments URL: https://news.ycombinator.com/item?id=49232367

Points: 1

# Comments: 0

Hi HN, I've built Sufleur, a prompt registry and companion CLI tool. The motivation was essentially the frustration that prompts are becoming more and more crucial parts of applications, but in the codebases I've seen, they just sit around as random strings, in-house templates with odd rules, and essentially no version control beyond git. I've felt pain in the past when prompts suddenly changed their schemas (either input for rendering or output expected by the LLM), having to read through the whole thing to figure out what I need to supply for the rendering to work, and spent hours trying to debug why the carefully written and evaluated prompt which worked wonders in a python notebook suddenly stopped working in a typescript codebase in prod...

These are the main ideas:

- Mustache templates for the prompts, since Mustache is a mature, logic-less templating language which already has packages in a lot of languages I would ever want to target.

- Input schemas to render a prompt properly are inferred fully from the template. No separate interface to keep in sync, the parser in Sufleur figures out the schema, with some extensions I've added to the templating to aid this.

- Output JSON schemas also recorded on the prompts.

- Semver versioning and immutable versions after publishing.

- The CLI that allows installing/updating/removing prompts as dependencies, generating the code, and exposes all the authoring methods, so your AI agent can drive the prompt development cycle as well.

- No runtime dependency(!). The code is generated with all of the content inlined. The generated code allows you to render each prompt, provides methods to parse and validate the outputs, and access metadata fields (provider, model, model-parameters).

- Public and workspace private prompts. Public prompts can be installed without an account.

- Workspace rules can optionally enforce semver semantics (breaking change can't be patch-bumped) and mandatory eval thresholds.

The CLI is open source (written in go), with npm and pypi wrapper packages distributed. The platform itself has other features (evals, workspace management) all that jazz. Free to use for individuals or $2/seat/month for teams beyond 3 people.

Some honest limitations:

- It's a solo project.

- Only python and typescript codegen so far, but very open to extending that in the future when demand arises.

- Currently working on a representation of LLM tool-calls, they are not on the platform yet but soon will be.

- Pretty much no users so far (admittedly, haven't done much marketing either), so really looking forward to see some folks pick it up and get some honest criticism.

Docs: https://sufleur.com/docs

Curious to see what others use to version and share prompts today, most of the solutions I have seen focused mostly on tracing, without providing much structure around the prompts themselves.

Comments URL: https://news.ycombinator.com/item?id=49232345

Points: 1

# Comments: 0

Article URL: https://pubsonline.informs.org/doi/full/10.1287/orsc.2024.19981

Comments URL: https://news.ycombinator.com/item?id=49232318

Points: 1

# Comments: 0

Article URL: https://iagoleal.com/posts/dynamic-programming/

Comments URL: https://news.ycombinator.com/item?id=49232312

Points: 1

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Article URL: https://github.com/eighttrigrams/us-vs-them

Comments URL: https://news.ycombinator.com/item?id=49232300

Points: 1

# Comments: 0

We grew frustrated with how noisy, shallow, and out-of-step messaging tools are with the way teams actually work today.

It is rare to find a top product company in Silicon Valley that truly works asynchronously, yet nearly all of them describe themselves that way. Slack is still open all day, and the pings keep arriving.

We believe engineering problem-solving and product work is exactly the kind of work that requires depth and focus.

So, we built the opposite!

Speed and zero friction: keyboard-first, no loading states between you and the thought you are trying to send.

Structure by default: public channels only, and conversations can be prioritized, assigned, resolved, and closed, so a thread has a state and an outcome, not just a scroll position.

Async by default: nothing here assumes you are online, rewards you for being online, or punishes you for being away.

Public alpha, free during alpha: https://fosbury.ai

This is just the start! Thanks for reading <3 Would love the chat!

Comments URL: https://news.ycombinator.com/item?id=49232286

Points: 1

# Comments: 1

Article URL: https://www.youtube.com/watch?v=XuUq6F_wL5w

Comments URL: https://news.ycombinator.com/item?id=49232273

Points: 1

# Comments: 0

Article URL: https://www.microsoft.com/en-us/research/wp-content/uploads/2026/08/ghcp_traces-6.pdf

Comments URL: https://news.ycombinator.com/item?id=49232264

Points: 1

# Comments: 0

Article URL: https://yongzx.github.io/blog/2026/08/08/llm-can-jump

Comments URL: https://news.ycombinator.com/item?id=49232254

Points: 1

# Comments: 0

Article URL: https://theconversation.com/taxi-drivers-rarely-die-of-alzheimers-how-complex-mental-maps-and-spatial-reasoning-protect-your-brain-286650

Comments URL: https://news.ycombinator.com/item?id=49232253

Points: 1

# Comments: 0

Article URL: https://hugodaniel.com/posts/wgslender-my-wgsl-toolchain/

Comments URL: https://news.ycombinator.com/item?id=49232223

Points: 1

# Comments: 0

Article URL: https://techcrunch.com/2026/08/09/historian-jill-lepore-says-the-tech-industry-is-led-by-bad-readers-who-are-undermining-democracy/

Comments URL: https://news.ycombinator.com/item?id=49232221

Points: 4

# Comments: 0

Article URL: https://cash-o-mat.eu

Comments URL: https://news.ycombinator.com/item?id=49232194

Points: 1

# Comments: 0

Article URL: https://antonz.org/relying-on-go/

Comments URL: https://news.ycombinator.com/item?id=49232177

Points: 2

# Comments: 0

Article URL: https://www.udemy.com/share/10fqoh3@u2lyBGY6xSM_oqVHEbc7zOfwUtenK-axdeRp6AJhoeC2bCFClJHg0ppXGe3tApPa_A==/

Comments URL: https://news.ycombinator.com/item?id=49232173

Points: 1

# Comments: 0

Article URL: https://www.theguardian.com/us-news/ng-interactive/2026/aug/06/professor-israel-gaza-university-of-minnesota

Comments URL: https://news.ycombinator.com/item?id=49231260

Points: 2

# Comments: 0

Article URL: https://www.ft.com/content/7b95cdab-7546-432f-b4a1-6509e7648ec5

Comments URL: https://news.ycombinator.com/item?id=49231258

Points: 1

# Comments: 0

Article URL: https://marketdaily.ai/blog/eng-llm-council-judge-en-202608

Comments URL: https://news.ycombinator.com/item?id=49231239

Points: 1

# Comments: 0

Article URL: https://tally.so/r/0QP0lj

Comments URL: https://news.ycombinator.com/item?id=49231235

Points: 1

# Comments: 0