Welp, main security person from Anthropic
Fun times are coming
Denis Shiryaev ππ retweeted
With the internet melting over the PHP2Shell vulnerability, seeing PHP all over the news actually brings me back to great times. If not for PHP, I might never have started my software development career.
I was 16 or 17, making pocket money freelancing and doing β psd2htmlβ work (yes, the kind of tasks you can now vibecode in 5 minutes). One of my customers asked me if I knew PHP. "Of course," I said... Well, I didnβt.
Back then, my internet wasn't even fast enough to download a local server or the documentation. So I went to a store, bought a physical CD with PHP on it (photo of the CD attached!), and opened up the manual. Fortunately, I had a printer at home, so I printed out about 100 A4 pages of PHP syntax and documentation.
That weekend, I had to take a train to the countryside to visit my grandma. I took that stack of 100 pages with me and read it the entire train ride - and kept reading at my grandma's house, since there was literally nothing else to do there besides hugging her and having a quick catch-up.
Two days later, I came back home, pinged my client on ICQ, and said: "Give me more details about this PHP project of yours." And just like that, my software engineering career began.
Things snowballed quickly from there:
Later that same year, I landed my first full-time PHP developer job at Warecorp and spent a couple of years there as a Lead PHP Developer, largely because my English was good enough to talk directly to American clients.
Next, I joined Oxagile (which is where the team photo is from!). Our whole PHP crew decided to get officially certified together, and we all passed our Zend PHP certifications.
From there, I moved to EPAM. At the time, EPAM was heavily focused on massive Java enterprise projects and didn't really have a PHP practice. I ended up leading a team of ~20 PHP developers, building high-traffic platforms for MTV Entertainment - including MTV dot com, UFC, and Comedy Central.
I had no idea back then where it would all lead, but following what genuinely sparks your curiosity pays off if you just keep showing up and building on that path.
P.S. Speaking of PHP... itβs probably a great time to go update your WordPress blogs. π
saw this and decided to test it with Maven. no training, I compiled the whole build logic straight into weights
pointed it at zxing 3.5.3. the network made all 1,731 build decisions, the jars came out byte for byte identical to real maven's, and all 549 tests passed
it's slower though. 24x slower than the same logic in plain python, about 1.4x on a full build because javac and junit eat most of the time. the gpu is even worse:
blog.jetbrains.com/ai/2026/1β¦
but every decision is exact or it refuses to answer. weights + raw data: huggingface.co/shirman/neuraβ¦
Its a huge problem, that an agent can help you create any backend, but will refuse to fix the same backend security issues because of alignment
Replying to @RhysSullivan
yes that was a bit frustrating mid incident when trying to investigate. they did quite a bit and then started refusing
we got access to daybreak blue now so it's better
Denis Shiryaev ππ retweeted
i hate ai slop.
i feel like everyone hates it, but what i hate even more than slop (and can't do) is writing texts by hand, so what do i do? rlaif a model on non-sloppy texts!
it's a qwen 27b, reward from a judge calibrated on human vs non-ai texts, with rubrics and quality scores. it didn't drop on terminal bench or the rest, and also i like rl'ing llms.
so basically it's a qwen3.8 that writes shorter, annoys less, and can pass slop-checking systems: huggingface.co/AlexWortega/Qβ¦
also i uploaded the env to hf with the scores and the texts:
huggingface.co/datasets/rawmβ¦
And also its top4 on eqbench4 by @sam_paech
If you didnβt know, Chromatic from @OpenAIDevs and @modretro can serve LLM, 2 tokens per second πͺπ¦
we're entering the new age of physic based historical simulations and its wunderbar; another one made from multiple scene evidence photos:
The Crash at Crush, 1896, Texas
Now we can dive deep into any historical photo
Introducing Anatomy
Describe a machine in one line. Claude brings it to life.
- Interactive isometric wireframes you can rotate, inspect and explore
- WebGL shaders for fire, water, plasma and more
- Real 3D motion, with individual parts that rotate and move
Install it as an agent skill. Fully open source.
ESP32 always on agents on hardware are my new love π«Ά 12 days on already with 14mb memory available
Shared all my hardware agents findings here:
github.com/DenisSergeevitch/β¦
Love this future
>me: claude, make me a GTA mod for SimCity 3000
>ah, and also make ad mp4 for it
>opus 5.5: ok
Download it here:
github.com/DenisSergeevitch/β¦
Computer use for those who are not afraid to give codex a computer:



















