Zsolt Benke
banner
zsolt.decoding.io
Zsolt Benke
@zsolt.decoding.io
I'm a developer from Pécs, Hungary. I like to make tools for people. https://decoding.io
It also searches my zettelkasten and links back to things I've forgotten.

Wrote about the workflow and recorded a demo: decoding.io/2025/12/thi...
December 21, 2025 at 11:16 AM
No reorganizing. The thread keeps expanding. This preserves how ideas actually develop instead of forcing structure upfront.

I added an AI layer that watches for questions in my outlines and responds inline as blockquotes. The agent writes like margin notes, not chat.
December 21, 2025 at 11:16 AM
Jesus Fucking Christ!
December 18, 2025 at 4:19 PM
Érzem a képen a pálinkás TSZ lábszagot.
December 14, 2025 at 7:16 PM
December 7, 2025 at 7:39 AM
I am eagerly waiting for the API/MCP integration. Any chance to get into the beta?
October 25, 2025 at 9:49 PM
And I'm sure there are more examples like this in Liquid Glass.

I miss the times when we had long WWDC sessions talking about pixel level spacing and shaming weird UIs.
www.youtube.com/watch?v=Elr...
WWDC 2001 111 Make It Aqua Adopting the Mac OS X User Experience
www.youtube.com
September 8, 2025 at 1:47 PM
I understand that Alan Dye wants to capsulate the whole world, but should we clip scrollbars?
September 8, 2025 at 1:47 PM
Checkbox labels should not contain explination text. The best: the same settings window contains the proper example. 🙃
September 8, 2025 at 1:47 PM
Since when do we indent preferences like this?
September 8, 2025 at 1:47 PM
Apple left existing 3rd-party apps alone so they still work with the previous design. That's smart. But the new adaptive system needs serious work.

decoding.io/2025/08/fir...
August 30, 2025 at 9:04 AM
Photos is the worst offender. The interface flips from black to white and back as you scroll through your library. Meanwhile Safari keeps the old blurred rectangle while Mail gets progressive blur. There's no consistency in the toolbar background logic.
August 30, 2025 at 9:04 AM
Read the full post:

decoding.io/2025/08/sol...
August 26, 2025 at 3:59 PM
The token savings are significant, but the real benefit is focus.

Each persona does one thing well with the right tools for that job. The system prompts shaped distinct behaviors.
August 26, 2025 at 3:59 PM
When delegation happens, I must approve it first. The main persona will say something like: "I'd like to ask the research persona to analyze this Rails controller for N+1 queries using its specialized tools."
August 26, 2025 at 3:59 PM
Research persona loads Zen for multi-model reasoning, Context7 for library docs, Octocode for code search. GTD persona connects to OmniFocus, Obsidian, DEVONthink.

The most powerful aspect isn't just the separation. It's the ability for personas to delegate to each other.
August 26, 2025 at 3:59 PM
Based on subagents I had the following idea: what if I split Claude into specialized personas, each loading only the tools it actually needs? Main persona stays clean and fast.
August 26, 2025 at 3:59 PM