Masri Systems

Custom software, AI agents, and managed infrastructure for growing platforms and SMBs across the EU.

[Masri Systems @no_user_is_left]

3/ We catalogued our internal stack into the open-source Awesome AI & Developer Stack on GitHub.

123 vetted repositories across 10 categories: MCP servers, agent swarms, local runtimes, and CLI utilities.

Explore the directory: https://t.co/TiJg1qQ86f

[Masri Systems @no_user_is_left]

Prompt engineering won't save your AI agents when they hit production. Architecture will.

When agents hallucinate paths or blow past context budgets, workflows halt.

Here is how we architected our open-source 123-tool stack for reliable agent automation 🧵

[Masri Systems @no_user_is_left]

2/ Three pillars of production agents:

• Modular Skills: Load capabilities on demand to avoid token bloat • Swarm Isolation: Subagents handle subtasks in isolated contexts • Sandbox Safety: Validate all tool inputs against typed JSON schemas before state mutation.

[Masri Systems @no_user_is_left]

1/ The tooling fragmentation trap:

Most teams stitch together disparate libraries, brittle prompt chains, and unvetted scripts.

Reliable engineering demands standardized interfaces. Anthropic's Model Context Protocol (MCP) gives models typed tools without raw shell access.

[Masri Systems @no_user_is_left]

Most rebrands are cosmetic paint over architectural debt. A new color palette won't fix sluggish performance or disjointed UX.

In custom website design, your visual identity and production code are two sides of the same coin.
https://t.co/CDWlaCdZzf

[Masri Systems @no_user_is_left]

Optimizing only for Google Maps in 2026 leaves ~30% of your local mobile traffic on the table.

If your NAP data isn't synced across all 3, you're invisible to high-intent buyers.

Blueprint 🧵👇
🔗 https://t.co/1QdNQeRKcI

#LocalSEO #WebDev #SEO

[Masri Systems @no_user_is_left]

Never forget travel essentials! 🎒 This ultimate packing checklist covers clothing, toiletries, docs & more for a stress-free trip. Pack smart! ✨

#TravelTips #PackingList #AdventureReady

https://t.co/ioQ8wQZEnb

[Masri Systems @no_user_is_left]

Boost your Vite speed! Optimize with direct imports, lazy loading & benchmarking. Keep your dev server & builds blazing fast. Key tips inside!
#ViteJS #WebPerformance #FrontendDev
https://t.co/QoaUnCmY5M

[Masri Systems @no_user_is_left]

Unlock the secrets to exceptional espresso!

https://t.co/RMvDCqF4kx

#Espresso #CoffeeScience #BaristaLife

[Masri Systems @no_user_is_left]

Find your spark with this incredible collection of 150 awesome portfolios! This handpicked list spans a wide spectrum of creativity from talented individuals worldwide,#WebDevelopment #PortfolioInspiration #WebDesign

https://t.co/nXianmIggM

[Masri Systems @no_user_is_left]

Boost your development workflow! 🚀 This week's developer toolkit update explores a fresh batch of resources covering frameworks, UI kits, testing utilities, and new tools for the Vue.js ecosystem
https://t.co/zYAAqkNihz
#WebDevelopment #DevTools #Programming

[Masri Systems @no_user_is_left]

CHECKOUT https://t.co/Gr03ByAFIb

[Masri Systems @no_user_is_left]

https://t.co/1Av8Q6qajM

[Masri Systems @no_user_is_left]

CHECKOUT https://t.co/gT7tPlnkep : The author reflects on their experience being laid off from a company after a year, despite being told there would be no more layoffs. They identify five warning signs that hinted at the impending layoff, including: 1. Cancellation of team...

[Masri Systems @no_user_is_left]

Hi, I started this fundraiser, Help us rebuild our homes that were destroyed by air strikes, on GoFundMe and it would mean a lot to me if you’d be able to share or donate to it.
https://t.co/Hf1fdktXJk

[Masri Systems @no_user_is_left]

@illumiHadi Rules are rules

[Masri Systems @no_user_is_left]

@illumiHadi 😂😂

[Masri Systems @no_user_is_left]

@illumiHadi Hehehe, s2alo eza bt2bal 7ada ma bt3rfo yhkek benhar w yeje ynekak b leil

[Masri Systems @no_user_is_left]

@illumiHadi Esla5

[Laxy😈 @Laxydagoat]

UCL Semi Final:@MCFClb @Ryaan757