Forwarded from Logic Binder
Forwarded from Logic Binder
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Forwarded from Dev Notes
You're killing your brain between prompts.
And what do we fill that downtime with? Reels and tiktok. Scrolling short-form videos in that gap is becoming the normal thing to do. We barely notice it, but it slowly hurts our performance and hides what we could do with that time.
Two things fixed this for me.
1. The weekends-only rule. No insta, no yt shorts on weekdays, apps uninstalled. Any long-form video is fine, entertainment, podcasts, whatever. Preferably content that doesn't ask much of your focus, because that spends your focus too.
Everything comes back on weekends. You can't quit shorts completely (I couldn't), it's a source of info and entertainment as well. So don't quit, schedule.
3rd month on this rule and my focus is the best it's been.
2. Parallel projects. Takes some adjusting at first, but run multiple projects at once. I do 4-5 sometimes. While one agent works you switch to the next project, so there's no dead time to get pulled into a feed. I'll share the tools that made parallel sessions work for me (orca, herdr) in another post. But you can add claude notifications to whatever setup you have today, wrote about that here.
We can take on more work than we think. Instead of scrolling between prompts, say yes to that additional opportunity and fill that time with real work.
Follow for more: DevNotes
With agentic coding your brain already does less. You're not writing the code, you're reviewing structure and making architecture calls, and even those you brainstorm with the agent. An MIT EEG study confirmed it: the more the AI does, the less your brain engages.
And what do we fill that downtime with? Reels and tiktok. Scrolling short-form videos in that gap is becoming the normal thing to do. We barely notice it, but it slowly hurts our performance and hides what we could do with that time.
Two things fixed this for me.
1. The weekends-only rule. No insta, no yt shorts on weekdays, apps uninstalled. Any long-form video is fine, entertainment, podcasts, whatever. Preferably content that doesn't ask much of your focus, because that spends your focus too.
Everything comes back on weekends. You can't quit shorts completely (I couldn't), it's a source of info and entertainment as well. So don't quit, schedule.
3rd month on this rule and my focus is the best it's been.
2. Parallel projects. Takes some adjusting at first, but run multiple projects at once. I do 4-5 sometimes. While one agent works you switch to the next project, so there's no dead time to get pulled into a feed. I'll share the tools that made parallel sessions work for me (orca, herdr) in another post. But you can add claude notifications to whatever setup you have today, wrote about that here.
We can take on more work than we think. Instead of scrolling between prompts, say yes to that additional opportunity and fill that time with real work.
Follow for more: DevNotes
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Dev Notes
Make Claude Code Ping You When It Finishes
you keep tabbing back to claude code to check if it's done. set this up once and never do that again. helpful if you're juggling multiple projects or get distracted by other stuff on your pc.
paste the prompt belowβ¦
you keep tabbing back to claude code to check if it's done. set this up once and never do that again. helpful if you're juggling multiple projects or get distracted by other stuff on your pc.
paste the prompt belowβ¦
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ααα«α α αα ααααα½α π₯°π₯°
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β€3
Python allows you to create enumerations that are also regular strings!
Previously, when working with APIs, JSON, and configurations, it was often necessary to manually extract the value from an Enum.
For example:
When serializing, you would get an enumeration object:
rather than a regular string:
In Python 3.11,
Now, the value can be used wherever a string is expected:
The result:
At the same time, the advantages of enumerations are preserved:
You cannot accidentally pass an incorrect value:
will result in an error.
π₯
Previously, when working with APIs, JSON, and configurations, it was often necessary to manually extract the value from an Enum.
For example:
class Status(Enum):
ACTIVE = "active"
When serializing, you would get an enumeration object:
Status.ACTIVErather than a regular string:
"active"In Python 3.11,
StrEnum was introduced to solve this problem.from enum import StrEnum
class Status(StrEnum):
ACTIVE = "active"
BLOCKED = "blocked"
Now, the value can be used wherever a string is expected:
json.dumps({"status": Status.ACTIVE})The result:
{"status": "active"}At the same time, the advantages of enumerations are preserved:
Status.ACTIVEStatus.BLOCKEDYou cannot accidentally pass an incorrect value:
Status("unknown")will result in an error.
π₯
StrEnum allows you to combine the strict typing of enumerations with the convenience of regular strings, without manual conversion when working with APIs, JSON, and configurationsThe AI hierarchy
Artificial Intelligence
β
βββ Rule-Based AI
β
βββ Machine Learning
β β
β βββ Supervised Learning
β βββ Unsupervised Learning
β βββ Reinforcement Learning
β
β βββ Deep Learning
β βββ Neural Networks
β βββ CNNs
β βββ RNNs
β βββ Transformers
β βββ ...
β
βββ Generative AI
βββ Large Language Models
βββ Image Generation
βββ Audio Generation
βββ Video Generation
Forwarded from OPPsphere
π¨ AU Logo Design Competition 2027
The African Union invites young African creatives aged 18β24 to design the official logo and visual identity for the AU Theme of the Year 2027.
π 1st: $5,000 | 2nd: $2,000 | 3rd: $1,000
π Deadline: October 23, 2026, 11:59 PM EAT
π Open to citizens of all AU Member States
π¨ No formal design qualification required.
π Guidelines & Submission: https://au.int/en/newsevents/20260829/call-entries-calling-young-african-creatives-logo-competition-au-theme-year
#AfricanYouth #Youth #Agenda2063
@OPPsphere
The African Union invites young African creatives aged 18β24 to design the official logo and visual identity for the AU Theme of the Year 2027.
π 1st: $5,000 | 2nd: $2,000 | 3rd: $1,000
π Deadline: October 23, 2026, 11:59 PM EAT
π Open to citizens of all AU Member States
π¨ No formal design qualification required.
π Guidelines & Submission: https://au.int/en/newsevents/20260829/call-entries-calling-young-african-creatives-logo-competition-au-theme-year
#AfricanYouth #Youth #Agenda2063
@OPPsphere
African Union
Call for Entries: Young African Creatives Invited to Design the Official Logo and Visual Identity for the AU Theme of the Yearβ¦
The 39th Ordinary Session of the Assembly of Heads of State and Government adopted the AU Theme of the Year 2027: βAU at the Dawn of its 25th Anniversary: Leveraging the Full Potential of SAATM & New Technologies for Continental Integration.β
Breaking:
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anyways happy irrecha
Forwarded from Machine Learning with Python
"How to Train a Neural Network" is a concise summary of the MIT course lectures on deep learning from 2024. It focuses on one of the fundamental questions in neural networks: how a model learns its weights.
The summary examines the training process from a mathematical perspective. It covers topics such as forward propagation, loss functions, gradients, backpropagation, and gradient-based optimization methods.
I believe this is an interesting resource for those who want to go beyond a general, intuitive understanding of neural networks and begin to delve into the mathematics that underlies their training.
https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec2.pdf
https://t.me/CodeProgrammerπ€©
The summary examines the training process from a mathematical perspective. It covers topics such as forward propagation, loss functions, gradients, backpropagation, and gradient-based optimization methods.
I believe this is an interesting resource for those who want to go beyond a general, intuitive understanding of neural networks and begin to delve into the mathematics that underlies their training.
https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/mit6_7960_f24_lec2.pdf
https://t.me/CodeProgrammer
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