Viewing profile — iagooar

I am working on a framework that allows creating very complex SaaS products with AI, that actually work. Very complex = +100k LOC of one-shotted AI-generated code. Codename o2p - o…

I love DeepSeek V4 Flash since the pre-0731, now even more. It is the first model that is truly too cheap to meter. But I find it having a pretty significant problem with tool call…

Not sure I agree. It might sound like theater if you expect it to solve your security issues. But it is extremely good at finding undocumented or broken processes - these processes…

So far every single test I've done has worked correctly, I put a lot of work and time into preparation and planning, each workflow was designed, researched and optimized before imp…

No, LLMs have not plateaued, and each of the latest releases has been a proof of that. Fable 5 is a model you instantly FEEL how smart and superior it is. GPT 5.6 Sol is a HUGE inc…

For the last 2 weeks I have been running Codex + GPT 5.6 Sol Ultra non-stop for almost 13 days, working on a huge extension to my SaaS product / business. It used 502,122,866 token…

Having invested in a machine with 128GB of RAM, I would love seeing something a bit larger than 27B / 35B, possibly a 54B dense model or 70B MoE would be much closer to the Qwen 3.…

What is your story, how did you get into robotics? Was it your first choice?

I need to use this thread to mention the Polish payment system Blik. It is one of the most convenient payment systems out there - you generate an ephemeral 6-digit code in your ban…

Scanning mailbox, reading and classifying emails. Scanning a knowledge base, reading and improving individual articles, reading support interactions and creating summaries, checkin…

On paper the M4 should be roughly 1/3 of the M5, in practice it is only 1/2. With the right, optimized model like qwen3.6 35B MoE MLX you can get over 40 tok / sec on it. I run doz…

I am not going to flag you, I am much OK with having good arguments. I just purchased a Mac Mini M4 Pro 64GB for $3k - 2nd hand of course. I am not a hater of Nvidia and I am plann…

Buy a refurished or 2nd hand one.

I disagree LAN connection is the bottleneck. I do even work with it remotely via Tailscale on shaky hotel WIFI and it works fine (or as fine as any other API-based model).

Just buy a Mac Mini really is good advice if you want to get into real, always-on convenient agentic work. Soon it is going to be good even for coding using local LLMs. Until then,…

I thought they might ship an M5 Max version, but you are probably right.

qwen3.6 27B MLX 8bit -> 15 tok / sec. A bit slow but it is a delightful model to use, and smart too. qwen3.6 35B A3B MLX 8bit -> 85-90 tok / sec! It is impressively fast and roughl…

My problem is I won't accept anything lower than the 96GB the RTX Pro 6000 Blackwell has. My dream is a workstation with 2x Pro 6000 to run DeepSeek v4 Flash comfortably, possibly …

Ballpark 25-30 tok / sec on the Mac Mini Pro M4 + qwen3.6 35B. The generation itself is good, prefill is known to be slow on any Apple M-chip architecture. It is really decent.

M5 Max. But I also have a MacMini M4 Pro 64GB. Qwen3.6 runs on the M4 just fine - sure the M5 is at least 2x the speed. If Apple launches a MacMini with an M5, I will be the 1st on…

Get a 2nd hand one. I was lucky enough to get a new one first, last week I get a 2nd hand one in order to run one of my Hermes minions at work.

I love my MacBook Pro M5 128GB RAM and I love qwen3.6. BUT DO NOT buy this MacBook if you plan on doing serious coding using local LLMs with it. The reason is simple: your fingers …

Then it probably was wishful thinking on my side...

I guess people are tired of each instance of an Electron-based app using 1GB+ of RAM.