Bean

[Han Xiao @hxiao]

I’m using pi much more for long-horizon tasks (>6h). it's simpler by design and easier to work programmatically. i rarely use pi tui, most of my work is driving it inside a bigger system/container/uiux. some takes:

- pi ships with a minimal toolset and it's enough for airgapped tasks. if you have enterprise customers who want everything airgapped, pi + open-weight models is the goto solution.

- pi extensions are mostly unnecessary. i only have pi-mcp-adapter and pi-vcc installed, because i need to maintain/use jina reader mcp. pi-vcc is a drop-in fix for pi's context compaction, which can bite you on long-horizon tasks (see screenshot last swimline where compaction takes more and more time in long-horizon task)

- no double-dip: if you program pi with an agent like CC/Codex, you'll likely end up building another harness layer on top of pi's own harness, completely redundant glue code. every now and then you need to steer CC/Codex back to pi's design principle: keep the wrapper lean and mean, use pi native features as much as possible.

- imo pi works best with open-weight and self-hosted models, or at least that's what makes pi fun to work with. But pay attention to pi/models.json: your coding agent probably doesn't know every attribute of those new open models. forget to declare image modality as an accepted input and pi suddenly starts shelling out to tesseract for ocr everything. Or leave max context length conservatively set at 65K and pi starts compacting frequently for no reason.

- in the end, the nudge prompt (the one that keeps pi going forever), and workspace isolation (for multi-task/multi-tenant systems) are where you'll actually spend your effort. Not too many but that’s fine and that’s the point, for the harness just trusts pi to do the work in a very first-principled way. You can just focus on the actual task.

[Chetaslua @chetaslua]

🚨 Deepseek V4 Flash Update

its far exceeding the benchmark of v4 pro preview

The DeepSeek API service will soon adopt a peak/off-peak pricing policy. During peak hours, prices will be 2x the regular prices, applicable to all billing items.

[Geek @geekbb]

为 Pi coding agent 提供纯算法化的会话压缩，无需 LLM 调用

https://t.co/TGcpQ9VQ1f

[Bean @sting8k_]

@thdxr nice, how about vertical tabs for sessions

[Bean @sting8k_]

@TailsFTM

[Bean @sting8k_]

@buitengebieden @DownVideoBot

[Bean @sting8k_]

@LoraZombie @DownVideoBot

[Bean @sting8k_]

@BBT_retweet Hi, it is Simple format (-o S)

[TensorFlow @TensorFlow]

🎉To make ML accessible beyond ML experts, we’ve released Simple ML for Sheets.

#SimpleMLForSheets is an add-on for Google Sheets from the TensorFlow team that can help make machine learning accessible to all without programming or ML expertise.

Try it→ https://t.co/TKeR6Ry2Fz

[Bean @sting8k_]

@twitkocheng @DownVideoBot

[Bean @sting8k_]

@coolcatsociety @DownVideoBot

[PERMANENTLY MOVED TO THE OTHER PLACE @okonomiyonda]

This image should be mandatory in beginner C programming classes

[omnisint.io @omnisint]

Ever wanted to find subdomains for a domain?
Find different TLDs registered for a given domain?
Perform reverse DNS lookups on a /16 CIDR range?
Do all of the above in under a second?

Now you can, with Omnisint's Project Crobat API.

Get started:
https://t.co/ROaqlI4ysM

[Bean @sting8k_]

@d3mondev Nice, few months ago I also coded (converted) something like #puredns in golang with some changes to make it suite for me.
https://t.co/Rsng70PrvL

[TrendAI Zero Day Initiative @thezdi]

Confirmed! Team Viettel used an integer overflow on #Windows 10 to escalate privileges from user to SYSTEM. This earns them $40,000 and 4 Master of Pwn points. #Pwn2Own

[Bean @sting8k_]

@HeisenbugHQ @Six2dez1 @d3mondev I used #puredns before, worked very well. It uses massdns to resolve domains, then verify the result with trusted dns (CF, Google). So we can trust both speed and accuracy from #puredns.

[shubs @infosec_au]

Thanks to everyone that tuned into my talk on Hacking IIS at #NahamCon2021. The slides for my talk are available here: https://t.co/pU0EFVAPVN

[Chris Kalmar 🦋 @chriskalmar.dev @chriskalmar]

Serious productivity boost for reading code on GitHub.

1️⃣.
Go to any repo you are interested in on GitHub.

2️⃣.
Replace "github" with "github1s" (one + s) in the browser address bar.

3️⃣.
Enjoy browsing code like you would in VS Code.

This is huge 🔥

[Omar Ωr Santos @santosomar]

CrackerJack - Web GUI for Hashcat https://t.co/sEC4LYxlF5 #security #pentest #hacking #hacker #tools

[Paul Seekamp @nullenc0de]

Turn a 2 hour "wpscan -e ap" scan into 10 min

curl https://t.co/bjcepky8e5 |jq -r '.plugins' | grep ": {" | cut -d "\"" -f2 |while read word; do echo /wp-content/plugins/$word/readme.txt; done > wordpress_dict.txt

ffuf -w wordpress_dict.txt -u $IP/FUZZ -t 400 -mr 'Contributors'