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Samhan

@samhan

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Latest posts by Samhan @samhan

Doesn’t this break down if the model is being trained

07.03.2026 01:55 👍 0 🔁 0 💬 0 📌 0
Preview
GitHub - alibaba/OpenSandbox: OpenSandbox is a general-purpose sandbox platform for AI applications, offering multi-language SDKs, unified sandbox APIs, and Docker/Kubernetes runtimes for scenarios li... OpenSandbox is a general-purpose sandbox platform for AI applications, offering multi-language SDKs, unified sandbox APIs, and Docker/Kubernetes runtimes for scenarios like Coding Agents, GUI Agent...

Alibaba's OpenSandbox

It is a general-purpose sandbox platform for AI applications, offering multi-language SDKs, unified sandbox APIs, and Docker/Kubernetes runtimes for scenarios like Coding Agents, GUI Agents, Agent Evaluation, AI Code Execution, and RL Training.

github.com/alibaba/Open...

01.03.2026 19:04 👍 27 🔁 5 💬 0 📌 0

My manager tells me the same thing

07.02.2026 01:44 👍 1 🔁 0 💬 0 📌 0

If you work in tech, and are ever approached by any crypto sh*tcoin even for a harmless ask ("here's some money for you/your project! Take it! No strings attached, promise!"), a warning:

Talked with someone who took it.

Seemed too good to be true.

Death threats to them and family followed.

02.02.2026 12:52 👍 105 🔁 14 💬 6 📌 1

It’s not perfect ofc. But the amount of code I write by hand is decreasing rapidly. I think it will hit less than 10 % this year.

25.01.2026 16:02 👍 0 🔁 0 💬 0 📌 0
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24.01.2026 11:44 👍 17 🔁 4 💬 3 📌 1

I have literally wanted this feature for years and @mariaa.bsky.social threw it together!

23.01.2026 04:02 👍 53 🔁 4 💬 4 📌 0
Beaker Next - Dev Diary #6 - Building a social feed application
Beaker Next - Dev Diary #6 - Building a social feed application YouTube video by Paul Frazee

If you enjoyed @danabra.mov's social filesystem blogpost, you might get a kick out of a literal exploration of the premise I tried using the dat p2p filesystem 6 years ago www.youtube.com/watch?v=k0JV...

23.01.2026 18:48 👍 71 🔁 8 💬 3 📌 1
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My bet is that AI policies will be soon avoided by most companies / projects in favor of quality centric policies.

23.01.2026 18:33 👍 28 🔁 2 💬 7 📌 0

I think AI allows us to have some new definitions of quality. Token consumption, error rates from something non human.

23.01.2026 19:05 👍 0 🔁 0 💬 0 📌 0

Who will verify the verifiers

23.01.2026 19:04 👍 0 🔁 0 💬 0 📌 0

Only the next quarters stock price matters :)

22.01.2026 10:55 👍 1 🔁 0 💬 2 📌 0

There will still be devs. What’s not clear is if we need fewer of them. Current trends indicate much weaker junior and new grad hiring.

22.01.2026 10:22 👍 1 🔁 0 💬 2 📌 0

Nice idea

16.01.2026 20:46 👍 4 🔁 1 💬 0 📌 0

Dump lots of stuff into context using voice

14.01.2026 21:07 👍 0 🔁 0 💬 0 📌 0

Some tricks -
Use the names of famous authors you like as prompts.
Use multiple models - Gemini , Opus , Kimi
Stick to word limits
Have prompts that compile and flag common slop patterns
Simulate a conversation on the topic between different characters

14.01.2026 21:07 👍 0 🔁 0 💬 1 📌 0
Il trucco DECISIVO!!111 per lavorare coi coding agent
Il trucco DECISIVO!!111 per lavorare coi coding agent YouTube video by Salvatore Sanfilippo

My latest video: the only SECRET!!111 you need to know to work well with coding agents.

www.youtube.com/watch?v=TJ6r...

14.01.2026 09:48 👍 7 🔁 1 💬 0 📌 0

Make sure to check lobste.rs comments on my blog post, if you are interested in the topic of AI coding. They are better than HN comments about the same post.

11.01.2026 15:08 👍 26 🔁 1 💬 4 📌 0

New blog post: Don't fall into the anti-AI hype.

antirez.com/news/158

11.01.2026 10:19 👍 275 🔁 61 💬 21 📌 19

ok i've tried a few of these, and @bobbby.online's Deciduous (notactuallytreyanastasio.github.io/deciduous/tu...) is most intriguing so far

it roughly matches what i want out of a tool like this

not perfect but i recommend playing with it

04.01.2026 18:24 👍 59 🔁 2 💬 2 📌 3
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DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning We introduce our first-generation reasoning models, DeepSeek-R1-Zero and DeepSeek-R1. DeepSeek-R1-Zero, a model trained via large-scale reinforcement learning (RL) without supervised fine-tuning…

I updated my list of reasoning models with solid tech reports for 2025!
2025-01-22 - DeepSeek R1 - arxiv.org/abs/2501.12948
2025-01-22 - Kimi 1.5 - arxiv.org/abs/2501.12599
2025-03-31 - Open-Reasoner-Zero - arxiv.org/abs/2503.24290
2025-04-10 - Seed-Thinking 1.5 - arxiv.org/abs/2504.13914

02.01.2026 16:38 👍 47 🔁 12 💬 1 📌 1

Good to see AI discussions picking up here.

04.01.2026 18:00 👍 1 🔁 0 💬 0 📌 0

I’m glad we can discuss AI on here now without getting cancelled

04.01.2026 12:44 👍 1 🔁 0 💬 0 📌 0

Use hooks as life cycle events to inject reminders / context.
Orchestrator spawns jobs and runs additional checks.
Skills work the same.
Subagents work the same.

04.01.2026 12:43 👍 1 🔁 0 💬 1 📌 0

Look into Claude SDK and write your own

04.01.2026 12:38 👍 2 🔁 0 💬 2 📌 0

might be time

20.09.2025 22:35 👍 256 🔁 12 💬 44 📌 6
Preview
deepseek-ai/DeepSeek-R1-0528 Sadly the trend for *terrible naming* of models has infested the Chinese AI labs as well. DeepSeek-R1-0528 is a brand new and much improved open weights reasoning model from DeepSeek, …

Some notes on the new DeepSeek-R1-0528 - a completely different model from the R1 they released in January, despite having a very similar name

Terrible LLM naming has managed to infect the Chinese AI labs too

simonwillison.net/2025/May/31/...

31.05.2025 22:02 👍 67 🔁 6 💬 2 📌 0

Avoiding context switching is not a way to achieve flow. When you’re in flow you won’t context switch.

11.04.2025 20:31 👍 2 🔁 0 💬 0 📌 0

The concept is really subtle. It’s about deep meditative absorption in the task. When you no longer feel the urge to do something else.

11.04.2025 20:30 👍 1 🔁 0 💬 1 📌 0

Do you have DMs here. That’s the final piece to leave Twitter lol

05.04.2025 21:32 👍 0 🔁 0 💬 0 📌 0