Born Again Enterprise | 🇵🇭 🐂 UT CS '15 | Empathy Before Profits | dstack
Warlox
Joined April 2020
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Cloudflare is better at interacting with community and talking about technical implementations with System One models versus TypeSafe. Kinda a shame, but it is easier to introduce which is more responsive to clients when providing options. I have a few products so far all built with GOAT (clef/jev + code-based skills) + Coding Harness:
- GOAT Engineering - SDLC Tool Driven by Standards & builds products with structure from inception
- Rewrite - Use GOAT skill to autonomously rewrite products within the coding language standards and style of an enterprise
- Know How - Patricia Merkle Trie builder to load & replay the state of workflows w/ secure/verifiable handoffs across systems within an enterprise
- Overlord - Analyze + Command & Control any system through text, voice, or video inspection
- (In Progress) NicNAC - Network Access Control appliance for SMBs & home networks
- (In Progress) Dontology - A reusable, evidence-grounded ontology labeling and expansion system.
I have other experiments that will start to expand into my past work in confidential compute soon. All PoCs are mainly to pitch & determine demand within enterprises, but will share a few as I publish. Just fun experiments but have been fun understanding different ways to use System One models as a key component of a product.
Joshua Waller retweeted
Some ppl build on Dstack hide it from their website, repo, docs…Especially for crypto projects who want to make the market think it’s their original work.
Then:
1. Facing accused as “only relied on TEE” 🤷♂️
2. Make user impossible to understand how trust assumptions truly are
Joshua Waller retweeted
dstack is the open source library for CPU/GPU TEE underpinning this Brave Leo private inference announcement brave.com/blog/browser-ai-e2…
Your software factories/forges or whatever type of factory do not even know what the software costs to produce & is not flexible enough to determine how your budget is affected by changes to the software. Its more than a technical problem 🙃
🤮 which Fortune 500 company will close their doors due to multiple critical exploits by end of 2026?
Joshua Waller retweeted
We raised $1.5B to deploy Galaxy globally.
Thanks to our lead investors Trace Capital and Innovation X for backing that growth.
More to come: tenstorrent.com/newsroom/ten…
The future 🫡
so many useful products will come from this & especially at the costs enterprises need when integrating agentic products into their organizations. Great work!
we architected the model to read from inputs in a single forward pass. this makes it incredibly cheap and fast when compared to LLMs, since there is no token generation involved.
in our live demo below, you can see how using a cascaded pipeline with clairic + clef + LLM is 3.5x faster and 77% cheaper than just using an LLM.
clairic-pipeline-demo.worker…
Joshua Waller retweeted
#buck2 #nix #nixpkgs #nixos the integration between these things can be frighteningly good....
What's stopping us?
fzakaria.com/2026/10/17/one-…
Confidential compute for AI is inevitable. Just will take millions in attacks and losses to realize that sub-5% degradation in performance is worth the cost & effort to migrate infra to private compute clouds
Jev for command and control is so nice. I cant believe the progress ive gotten with my tool building tools with jev. With full docs SAD/TAD/ADRs created and reviewed throughout lifecycle. May not be popular but damn, effective engineering
State machines have infiltrated the AI hive mind. Remember AI devs just have to be pushed to blockchain architecture & rediscover a new term to solve their hard problems
Joshua Waller retweeted
Foldkit + Cloudflare Workers docs
developers.cloudflare.com/wo…
Anyways...to prove this out, I actually got the goat engineering tool to a state to make decisions then let Jev drive decisions + opus 5.5 to recursively build out itself. All ADRs, reviews, docs, standards references driving the development of itself.
Idk I guess I'll just publish the products & let my friend nobody decide how effective this tool is. Feels empty out here maybe I should vibe carelessly?
How I'm using standards driven development with @typesafeai Jev + LLM. This example is where I leverage all of the public standards from DoD/CISA/NSA/NIST to help shape a product's maturity throughout its lifecycle
Writing up an article on details. Been a fun experiment 👾
Joshua Waller retweeted
there's now a half dozen Private Inference providers making basically the same architecture decisions but little effort to promote interopability or consolidate audit surface
Phala/NEAR/Venice share the stack, redpill.ai has verifiers for those+tinfoil+chutes
How I'm using standards driven development with @typesafeai Jev + LLM. This example is where I leverage all of the public standards from DoD/CISA/NSA/NIST to help shape a product's maturity throughout its lifecycle
Writing up an article on details. Been a fun experiment 👾
Yall remember when the SLM was controlling the phone and producing meaningful information through chat or image analysis? That was pretty interesting and felt like the next step.
Seems like @typesafeai will make that experience on all devices no matter the system & FAST.
If this is the case next week, I would go tell the world how to integrate jev in every product they EVER built with Typesafe AI. I'm already promoting Jev at Accenture 🤣, but I will start to become annoying & integrate my 6 laptops, 4 phones, flipper zero, gl inet routers, security cameras, etc. just to test if its possible to. I'm so hyped for this week.