(And honestly, I surprised myself.)
P.S. Want to see the code or try something like this yourself? Just drop a comment.
(And honestly, I surprised myself.)
P.S. Want to see the code or try something like this yourself? Just drop a comment.
I built a Telegram bot that:
→ pulls those messages
→ parses the timestamps or numbers
→ updates a Google Sheet automatically
Everything runs on a scheduled Python script from my own PC.
Zero server costs.
Zero paid tools.
I built a Telegram bot that:
→ pulls those messages
→ parses the timestamps or numbers
→ updates a Google Sheet automatically
Everything runs on a scheduled Python script from my own PC.
Zero server costs.
Zero paid tools.
So we write our wake-up time and the number of pushups into our group chat.
So we write our wake-up time and the number of pushups into our group chat.
Systems thinking isn’t exclusive to seniority.
It’s a skill. And skills can be learned.
So if you’re just starting out, here’s my take:
Stop obsessing over titles.
Start building systems.
Solve real problems.
Not just linked lists.
Systems thinking isn’t exclusive to seniority.
It’s a skill. And skills can be learned.
So if you’re just starting out, here’s my take:
Stop obsessing over titles.
Start building systems.
Solve real problems.
Not just linked lists.
"Senior = architect of scalable solutions"
But it doesn’t have to be like that.
If you're early in your career and you’re learning to think in systems...
...while some “senior” is busy mastering a deprecated framework?
"Senior = architect of scalable solutions"
But it doesn’t have to be like that.
If you're early in your career and you’re learning to think in systems...
...while some “senior” is busy mastering a deprecated framework?
And if you’re not surfing it - you’re watching it crash.
I’m not one for dramatic warnings, but I’ll say this loud:
Don’t sleep on this.
Don’t wait for the case studies.
Don’t assume you’ll “catch up later.”
In 2025, speed isn’t just a strategy - it’s survival.
And if you’re not surfing it - you’re watching it crash.
I’m not one for dramatic warnings, but I’ll say this loud:
Don’t sleep on this.
Don’t wait for the case studies.
Don’t assume you’ll “catch up later.”
In 2025, speed isn’t just a strategy - it’s survival.
→ Your product improves instantly.
→ Your customer experience levels up.
→ Your market edge becomes undeniable.
This becomes your new moat.
Not patents. Not pricing. Not perfection.
Just: You moved before they did.
→ Your product improves instantly.
→ Your customer experience levels up.
→ Your market edge becomes undeniable.
This becomes your new moat.
Not patents. Not pricing. Not perfection.
Just: You moved before they did.
And here’s the kicker:
You don’t even need to be a genius to benefit.
You just need to move first.
And here’s the kicker:
You don’t even need to be a genius to benefit.
You just need to move first.
This isn’t a marathon anymore.
This is a sprint - that never ends.
You know what wins in a sprint?
Speed. Every. Single. Time.
P.S. Are you optimizing for speed or efficiency right now?
This isn’t a marathon anymore.
This is a sprint - that never ends.
You know what wins in a sprint?
Speed. Every. Single. Time.
P.S. Are you optimizing for speed or efficiency right now?
It’s a race to the bottom.
And if you're not sprinting — you're losing.
So what’s the new game?
→ Constant sprint.
→ Relentless iteration.
→ Speed over elegance.
It’s a race to the bottom.
And if you're not sprinting — you're losing.
So what’s the new game?
→ Constant sprint.
→ Relentless iteration.
→ Speed over elegance.
Companies used to build products with a moat.
→ 10 engineers.
→ 2 years of dev time.
→ Strong product. High demand. Raise prices.
Eventually, a cheaper competitor enters.
Price pressure grows.
Commoditization begins.
That process used to take decades.
Now?
It takes months.
Companies used to build products with a moat.
→ 10 engineers.
→ 2 years of dev time.
→ Strong product. High demand. Raise prices.
Eventually, a cheaper competitor enters.
Price pressure grows.
Commoditization begins.
That process used to take decades.
Now?
It takes months.
- Claude 4 leads SWE-bench Verified.
- Used for coding, writing, research, and multi-feature app development.
- Outperforms others in sustained agent workflows and memory.
- Claude 4 leads SWE-bench Verified.
- Used for coding, writing, research, and multi-feature app development.
- Outperforms others in sustained agent workflows and memory.
- Available via Anthropic API, Amazon Bedrock, Google Vertex AI.
- Plans: Pro, Max, Team, Enterprise (Sonnet 4 also for free users).
💲 Pricing:
- Opus 4: $15 input / $75 output per million tokens.
- Sonnet 4: $3 input / $15 output per million tokens.
- Available via Anthropic API, Amazon Bedrock, Google Vertex AI.
- Plans: Pro, Max, Team, Enterprise (Sonnet 4 also for free users).
💲 Pricing:
- Opus 4: $15 input / $75 output per million tokens.
- Sonnet 4: $3 input / $15 output per million tokens.
- Native integrations with VS Code and JetBrains.
- Claude Code SDK for custom agents.
- GitHub integration: Claude can edit code, fix CI errors, respond to feedback.
⚙️ New API Features
- Code Execution Tool
- MCP Connector
- Files API
- Prompt Caching (up to 1 hour)
- Native integrations with VS Code and JetBrains.
- Claude Code SDK for custom agents.
- GitHub integration: Claude can edit code, fix CI errors, respond to feedback.
⚙️ New API Features
- Code Execution Tool
- MCP Connector
- Files API
- Prompt Caching (up to 1 hour)
- Store and recall key info across sessions (e.g., during games or dev tasks).
- 65% reduction in shortcut/loophole behavior.
- Store and recall key info across sessions (e.g., during games or dev tasks).
- 65% reduction in shortcut/loophole behavior.
- Extended Thinking (Beta):
- Models can reason and use tools (like web search) in tandem.
- Parallel Tool Use: Handle multiple tools at once.
- Extended Thinking (Beta):
- Models can reason and use tools (like web search) in tandem.
- Parallel Tool Use: Handle multiple tools at once.
- Upgrade to Sonnet 3.7, SWE-bench 72.7%.
- Balances performance and speed; ideal for broader usage.
- Powers GitHub Copilot’s new coding agent.
- Upgrade to Sonnet 3.7, SWE-bench 72.7%.
- Balances performance and speed; ideal for broader usage.
- Powers GitHub Copilot’s new coding agent.