J.Palala

wannabe forward-deploy AI engineer

[J.Palala @jpalala]

What if coding itself can shift even further. Skip git conflicts altogether. Not be limited by our human collab concept of pull requests and merge conflict fixing.

[freeCodeCamp.org @freeCodeCamp]

Scaling Laravel doesn't have to mean rewriting your app.

You'll just need to seek out and fix slow queries, missing indexes, overloaded queues, and so on.

In this guide, Olamilekan shows how to tweak Laravel for high-traffic production systems using Redis, queues, database optimization, and observability.

https://t.co/SLmyPQRLPE

[J.Palala @jpalala]

@cblanquera The secret seems to be to use something like opencode go or that openrouter, and switch between models - both cheap and expensive models.

[Rohit @ai_rohitt]

A man spends 50 years teaching at MIT.

He knows his time is running out.

So he records one last lecture — everything he knows, distilled into a single hour.

He died 5 months later.

This is that lecture.

The most important hour you'll watch this week. 👇
Bookmark it for later

[Khairallah AL-Awady @eng_khairallah1]

Jensen Huang, CEO of Nvidia:

"Every engineer is going to have and manage hundreds of agents."

You can't manage hundreds of agents if you've never configured a single Claude Project.

No CS program teaches harness engineering.
No tutorial teaches agent memory architecture.
No degree prepares you to build a system that remembers everything about your work.

One builder mapped the entire thing out. Free. Step by step. No experience required.

This is the roadmap ↓

Bookmark this for the weekend.

[Povilas Korop | Laravel Courses Creator & Youtuber @PovilasKorop]

The new reality of Laravel security.

Example of a recent laravel-lang attack and why we should be cautious about any packages we install now.

2-minute excerpt from my yesterday's YouTube video.

Full 17-minute video: https://t.co/gcpoMbiQiU

[K 💫 @keifornal]

Mel Tiangco 🤝 Karen Davila 🤝 Karmina Constantino

tanggal angas at yabang ni bato hahaha the mothers cooked, served, ate, and left no crumbs 😌

[Paul Pajo 🧢 [Jan/3➞₿ 🔑∎] #Insulin4All {#HODL} @pageman]

Trying to understand what's happening in the UK now with this multi-panel phase change infographic!

[J.Palala @jpalala]

https://t.co/mjddtsrMML

[J.Palala @jpalala]

Desiree https://t.co/TrskmNHuhe

[J.Palala @jpalala]

https://t.co/h7kDkWDbSi

[J.Palala @jpalala]

https://t.co/8Yx7oNhhJc

[Laravel News @laravelnews]

Prompt Deck: Manage AI Prompts as Versioned Files in Laravel https://t.co/Fvdg6RB6yJ posted by @paulredmond

[Povilas Korop | Laravel Courses Creator & Youtuber @PovilasKorop]

Career tip for dev juniors.

Companies now wanna hire SENIORS.
But you can't "jump" into being a senior quickly, right?

Alternative way: become a DOMAIN SPECIALIST.

Pick an industry:
FinTech / Healthcare / Logistics / Real Estate / E-commerce / etc.

Learn:
- How business makes money
- Regulations
- Real workflows
- Pain points AI can’t guess

AI can generate code.
It can’t deeply understand a niche market with context, constraints, and edge cases.

The dev who understands both Laravel and how insurance claims actually work?
That person will find a job EASILY.

Be a problem-solver in a specific industry.

And then, along the way, grow your technical skills towards senior level.

[J.Palala @jpalala]

@nikitabier @elonmusk @Disney My bad, UNIVERSAL STUDIOS

[J.Palala @jpalala]

@nikitabier Terraform Mars first so there could be dinosaurs there and you’d pay @elonmusk for transpo and @disney for the live theme park 🙃

[Taylor Otwell @taylorotwell]

Inertia 3.0 reveal at Laracon EU.

Awesome work by @pascalbaljet and @joetannenbaum 🔥

[Nav Toor @heynavtoor]

🚨 Someone just open sourced a fully autonomous AI hacker and it's terrifying.

It's called Shannon.

Point it at your web app, and it doesn't just scan for vulnerabilities. It actually exploits them. Real injections. Real auth bypasses. Real database exfiltrations.

Not alerts. Not warnings. Actual working exploits with copy-paste proof-of-concepts.

Here's what this thing does autonomously:

→ Reads your entire source code to plan its attack
→ Maps every endpoint, API route, and auth mechanism
→ Runs Nmap, Subfinder, and WhatWeb for deep recon
→ Hunts for Injection, XSS, SSRF, and broken auth in parallel
→ Launches real browser-based exploits to prove each vulnerability
→ Generates a pentester-grade report with reproducible PoCs

Here's the wildest part:

It follows a strict "No Exploit, No Report" policy. If it can't actually break it, it doesn't report it. Zero false positives.

It pointed at OWASP Juice Shop and found 20+ critical vulnerabilities in a single run including complete auth bypass and full database exfiltration.

On the XBOW Benchmark (hint-free, source-aware), it scored 96.15%.

Your team ships code daily with Claude Code and Cursor. Your pentest happens once a year. That's 364 days of shipping blind.

Shannon closes that gap. One command. Fully autonomous.

The Red Team to your vibe-coding Blue team. Every Claude coder deserves their Shannon.

10.6K GitHub stars. 1.3K forks. Already trending.

100% Open Source. AGPL-3.0 License.

[Rohan Paul @rohanpaul_ai]

Time to get rid of keyboard on Claude Code. Voice mode is rolling out now. ~5% of users today.

Press and hold the space bar to speak, then release to finish. Text appears at the cursor, and you can mix typing with voice.

Massive productivity multiplier

[Povilas Korop | Laravel Courses Creator & Youtuber @PovilasKorop]

Laravel tip.

Building an “active” Eloquent scope with nullable start/end dates?
Use NESTED where closures to properly group OR conditions.

Without grouping, the OR breaks your AND chain and returns subtly WRONG results.