CodeChanakya
@codechanakya.bsky.social
Building a tech learning network beyond silos.
Code • Cloud • AI • Cyber • Data
Systems thinking for real impact.
👉 Follow the journey 🚀
Deep lessons : https://medium.com/@codechanakya
Code • Cloud • AI • Cyber • Data
Systems thinking for real impact.
👉 Follow the journey 🚀
Deep lessons : https://medium.com/@codechanakya
$440M vanished in 45 minutes not from bad code, but from one unowned handoff. Your team’s silent killer is the same: fixes ignored, gaps unclaimed, velocity bleeding out in endless meetings.
open.substack.com/pub/codechan...
open.substack.com/pub/codechan...
The $440 Million Lesson Every Tech Team Ignores: Stop Letting Unowned Handoffs Kill Your Velocity
You’re in the third-floor conference room at 4:47 p.m., the one with the flickering projector that nobody has reported yet.
open.substack.com
February 6, 2026 at 11:30 AM
$440M vanished in 45 minutes not from bad code, but from one unowned handoff. Your team’s silent killer is the same: fixes ignored, gaps unclaimed, velocity bleeding out in endless meetings.
open.substack.com/pub/codechan...
open.substack.com/pub/codechan...
AI. Deepfakes. Privacy.
Sixteen to 24-year-olds also have concerns about the rise of artificial intelligence, deepfakes and privacy issues, according to a survey by the BBC
Gen Z struggle to make friends with people who have ‘different views’
Sixteen to 24-year-olds also have concerns about the rise of artificial intelligence, deepfakes and privacy issues, according to a survey by the BBC
www.thetimes.com
February 6, 2026 at 10:45 AM
AI. Deepfakes. Privacy.
Companies have always built when buying didn’t fit. The problem is pretending that generative models eliminate the non-optional parts of software development. They don’t.
They just make it easier to start and easier to underestimate everything that comes after.
They just make it easier to start and easier to underestimate everything that comes after.
Software experiencing 'most exciting moment' as AI fears hammer the stocks
Software experiencing 'most exciting moment' as AI fears hammer the stocks
Shares of software companies have been getting beaten up, and the selloff accelerated this week after Anthropic's latest unveiling.
cnb.cx
February 5, 2026 at 3:34 PM
Companies have always built when buying didn’t fit. The problem is pretending that generative models eliminate the non-optional parts of software development. They don’t.
They just make it easier to start and easier to underestimate everything that comes after.
They just make it easier to start and easier to underestimate everything that comes after.
Reposted by CodeChanakya
Entertainment about or made with artificial intelligence has been missing the mark with viewers over the past year. www.wired.com/story/hollyw...
Hollywood Is Losing Audiences to AI Fatigue
Entertainment about or made with artificial intelligence has been missing the mark with viewers over the past year.
www.wired.com
February 5, 2026 at 10:35 AM
Entertainment about or made with artificial intelligence has been missing the mark with viewers over the past year. www.wired.com/story/hollyw...
Intel has officially entered the dedicated GPU arena, now holding ~1% market share. While Nvidia remains dominant (>90%), this marks a strategic shift under CEO Lip-Bu Tan as Intel builds its team and focuses on AI & gaming. The GPU market is becoming a true three-player race.
February 4, 2026 at 4:45 AM
Intel has officially entered the dedicated GPU arena, now holding ~1% market share. While Nvidia remains dominant (>90%), this marks a strategic shift under CEO Lip-Bu Tan as Intel builds its team and focuses on AI & gaming. The GPU market is becoming a true three-player race.
Moltbot Is Taking Over Silicon Valley 🚨
People let this viral AI (ex-Clawdbot) run their calendars, shopping, code... LIVES.
Users says 'Magical' .
Experts says Privacy nightmare.
Own the future or let bots own you?
People let this viral AI (ex-Clawdbot) run their calendars, shopping, code... LIVES.
Users says 'Magical' .
Experts says Privacy nightmare.
Own the future or let bots own you?
February 3, 2026 at 2:20 PM
Moltbot Is Taking Over Silicon Valley 🚨
People let this viral AI (ex-Clawdbot) run their calendars, shopping, code... LIVES.
Users says 'Magical' .
Experts says Privacy nightmare.
Own the future or let bots own you?
People let this viral AI (ex-Clawdbot) run their calendars, shopping, code... LIVES.
Users says 'Magical' .
Experts says Privacy nightmare.
Own the future or let bots own you?
Enterprise AI is officially in its bundle era 🚀
Snowflake just dropped $200M on OpenAI after $200M on Anthropic proving the real power move is own the data, rent the brains.
Snowflake just dropped $200M on OpenAI after $200M on Anthropic proving the real power move is own the data, rent the brains.
February 3, 2026 at 1:48 PM
Enterprise AI is officially in its bundle era 🚀
Snowflake just dropped $200M on OpenAI after $200M on Anthropic proving the real power move is own the data, rent the brains.
Snowflake just dropped $200M on OpenAI after $200M on Anthropic proving the real power move is own the data, rent the brains.
This story walks you through:
• Why smart teams stay silent even when they see the problem
• How “not my area” feels safe… but secretly builds risk
• The exact pattern behind a $440M disaster
• One simple rule to stop it before it kills your next roadmap
medium.com/@codechanaky...
• Why smart teams stay silent even when they see the problem
• How “not my area” feels safe… but secretly builds risk
• The exact pattern behind a $440M disaster
• One simple rule to stop it before it kills your next roadmap
medium.com/@codechanaky...
The Silent Killer in Every Tech Team: When No One Owns the Handoff
You’re in the third-floor conference room at 4:47 p.m., the one with the flickering projector that nobody has reported yet. The sprint…
medium.com
February 2, 2026 at 11:36 AM
This story walks you through:
• Why smart teams stay silent even when they see the problem
• How “not my area” feels safe… but secretly builds risk
• The exact pattern behind a $440M disaster
• One simple rule to stop it before it kills your next roadmap
medium.com/@codechanaky...
• Why smart teams stay silent even when they see the problem
• How “not my area” feels safe… but secretly builds risk
• The exact pattern behind a $440M disaster
• One simple rule to stop it before it kills your next roadmap
medium.com/@codechanaky...
Most tech teams don’t fail from bad code.
They fail in the 5 seconds everyone stays quiet.
They fail in the 5 seconds everyone stays quiet.
February 2, 2026 at 11:29 AM
Most tech teams don’t fail from bad code.
They fail in the 5 seconds everyone stays quiet.
They fail in the 5 seconds everyone stays quiet.
Most code is written like it will die young. And that’s exactly why it hurts later.
New post on the software time machine.
medium.com/@codechanaky...
#codechanakya
#Code #SoftwareEngineering #TechBlog
New post on the software time machine.
medium.com/@codechanaky...
#codechanakya
#Code #SoftwareEngineering #TechBlog
The Software Time Machine: A Story of Code That Lives Forever
The Spell That Lasted a Day
medium.com
January 29, 2026 at 1:35 PM
Most code is written like it will die young. And that’s exactly why it hurts later.
New post on the software time machine.
medium.com/@codechanaky...
#codechanakya
#Code #SoftwareEngineering #TechBlog
New post on the software time machine.
medium.com/@codechanaky...
#codechanakya
#Code #SoftwareEngineering #TechBlog
The startup MVP is not Google Search.
Until one day, npm outdated shows 3 years of red. That’s when “works on my machine” meets “must outlive my career.”
Build fast, or build to last a decade?
What’s your most painful upgrade story? 👇
Until one day, npm outdated shows 3 years of red. That’s when “works on my machine” meets “must outlive my career.”
Build fast, or build to last a decade?
What’s your most painful upgrade story? 👇
January 28, 2026 at 6:29 PM
The startup MVP is not Google Search.
Until one day, npm outdated shows 3 years of red. That’s when “works on my machine” meets “must outlive my career.”
Build fast, or build to last a decade?
What’s your most painful upgrade story? 👇
Until one day, npm outdated shows 3 years of red. That’s when “works on my machine” meets “must outlive my career.”
Build fast, or build to last a decade?
What’s your most painful upgrade story? 👇
Production is down.🚨
medium.com/@codechanaky...
medium.com/@codechanaky...
Software Engineering vs Programming: Writing Code Is Easy. Building Software Is Hard.
It’s 2:47 a.m.
Your phone lights up.
Not a message an alert.🚨
medium.com
January 27, 2026 at 11:51 AM
Production is down.🚨
medium.com/@codechanaky...
medium.com/@codechanaky...
Software Engineering = 💻 Programming + ⏳ Time + 📏 Size + ⚖️ Tough Choices
Most code is written to solve immediate problems, but real software needs to work well for many years as everything changes around it.
Most code is written to solve immediate problems, but real software needs to work well for many years as everything changes around it.
January 26, 2026 at 6:35 PM
Software Engineering = 💻 Programming + ⏳ Time + 📏 Size + ⚖️ Tough Choices
Most code is written to solve immediate problems, but real software needs to work well for many years as everything changes around it.
Most code is written to solve immediate problems, but real software needs to work well for many years as everything changes around it.
Supervised → Learning with flashcards (teacher has answers) 📚
Unsupervised → Finding patterns in your Spotify playlist 🎧
Reinforcement → Learning to ride a bike (trial + reward) 🚲
It's not which is "better" it's which is right for the job.
Which one are you working with right now? 👇
#ML#AI
Unsupervised → Finding patterns in your Spotify playlist 🎧
Reinforcement → Learning to ride a bike (trial + reward) 🚲
It's not which is "better" it's which is right for the job.
Which one are you working with right now? 👇
#ML#AI
January 26, 2026 at 11:13 AM
Supervised → Learning with flashcards (teacher has answers) 📚
Unsupervised → Finding patterns in your Spotify playlist 🎧
Reinforcement → Learning to ride a bike (trial + reward) 🚲
It's not which is "better" it's which is right for the job.
Which one are you working with right now? 👇
#ML#AI
Unsupervised → Finding patterns in your Spotify playlist 🎧
Reinforcement → Learning to ride a bike (trial + reward) 🚲
It's not which is "better" it's which is right for the job.
Which one are you working with right now? 👇
#ML#AI