13 OPEN-SOURCE REPOS FOR AI AGENTS THAT FEEL ILLEGAL:
1. Browser Use — Lets AI agents control a browser and complete web tasks.
https://t.co/rDQN9lt2mE
2. OpenHands — AI coding agents that can edit code, browse, use terminals, and work on repositories.
https://t.co/camdIw91xn
3. Agno — Build AI agents with memory, tools, knowledge, and multi-agent teams.
https://t.co/iyjPAmM2C3
4. SmolAgents — Hugging Face’s lightweight framework for agents that can write and execute code.
https://t.co/KiJ25SGO39
5. Pydantic AI — Build reliable, type-safe agents with structured outputs and tools.
https://t.co/4C5W7rUORB
6. CrewAI — Create teams of specialized AI agents that work together.
https://t.co/2KX6bJ3bEr
7. LangGraph — Build stateful agents with memory and controllable multi-step workflows.
https://t.co/SicxGJ1IgC
8. AutoGen — Microsoft’s framework for conversational and multi-agent AI systems.
https://t.co/3VpudxJUxq
9. LlamaIndex — Connect AI agents to documents, databases, APIs, and private knowledge.
https://t.co/epT367etQG
10.Mastra — TypeScript framework for building agents, workflows, tools, and memory.
https://t.co/kCPRQwOmsM
11. Letta — Build agents with persistent memory that carries across sessions.
https://t.co/CdzwQtON5K
12. Cline — Coding agent that can edit files, run commands, and work directly inside your IDE.
https://t.co/0gfO9JCnr7
13. Aider — AI pair programmer that works with real Git repositories from your terminal.
https://t.co/aK33jVfkeL
13 repos. All open source.
If you’re building AI agents, this is a list worth bookmarking.
A junior developer writes 100 lines of code. A senior developer writes 20.
Both solve the exact same problem. What's the real difference?
It isn't about coding skills or memorizing syntax. It’s about understanding system architecture.
When given a task like adding authentication:
Juniors search for a tutorial, copy code, and stop once it works.
Seniors step back to evaluate data storage, token vs. session auth, security protocols, and backend integration.
When an application runs slow:
Juniors try to optimize line-by-line code execution.
Seniors trace the entire request across the frontend, backend, database queries, and network payloads to spot the true bottleneck.
You don't become senior by writing more code. You become senior by grasping the full software development life cycle—how components communicate, where bottlenecks happen, and why architectural decisions matter.
This system-level perspective is exactly what interviewers test in a system design interview.
Ready to master IT fundamentals and start thinking like a senior engineer? Book a call with us here to take the next step: https://t.co/NID5sFgOQp
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Cemaat medyası habercilik yapmamalı deyince bana kızıyorlar. Niçin? 2016 yılındaki raporda yazmıştım. Çünkü sadece Cemaate karşı düşmanlık üretiyor. Habercilikle kazanılmış tek dost yoktur. Düşman binlerce.
Son örnek de Yeni Parti olayıdır.
Medyanın bir tane faydası varsa yazın.
DURUMU AĞIR
Arkadaşlar, bastonla tahliye edilen emekli imam Halik Karakoç (86) amcanın durumu ağır.
Yaklaşık 20 gün önce Manisa Celal Bayar Üniversitesi Hastanesi’ne kaldırıldı. Beyni su toplamış, bağırsaklarında kanser tümörü tespit edilmiş. İyi değil. Rabbim şifa versin.
80'li yaşlardaki adamı 5 yıl 9 ay hapiste tuttular. Yapmadıkları eziyet kalmadı. Vicdanlarda kapanmayacak bir açtılar.
#KHKlılardanMecliseÇağrı
https://t.co/NYgN37fxEr
🔥 Trump Putin'i hayal kırıklığına uğratmaya devam ederken, Rus ekonomisi alarm zilleri çalıyor!
👉 ABD, 33 Rus üniversitesine ambargo kararı aldı.
👉 Finansal durumlarının daha da kötüye gideceğini düşünen Rusların oranı ise son 11 yıldaki en yüksek seviyeye çıkarak rekor kırdı.
Abone olun, Moskova'nın hem nabzını tutun hem havasını soluyun ☺️✅
🔴 Pentagon Putin’i kızdırdı! Rusya üniversiteleri kara listede, ekonomiye güven azalıyor!
https://t.co/VlxfhSkGab
SSO vs OAuth vs OIDC vs SAML
𝗦𝗦𝗢 is a user experience, not a protocol. It lets users log in once and access multiple apps without re-authenticating; providing seamless access across tools. It relies on protocols like SAML or OIDC.
𝗢𝗔𝘂𝘁𝗵 is for authorization. It lets apps access user data or services without sharing credentials. It controls what an app can access, not identity.
𝗢𝗜𝗗𝗖 is an authentication layer on top of OAuth 2.0. It verifies user identity and provides user info via ID tokens (usually JWTs). It’s the standard for login + identity in modern apps.
𝗦𝗔𝗠𝗟 is an older, XML-based authentication protocol used for enterprise SSO. It’s still widely used in legacy and enterprise systems, though newer applications increasingly adopt OIDC. It’s powerful but more complex than OIDC.
If you remember one thing: OAuth = access, OIDC = identity, SAML = enterprise SSO, SSO = the experience.
What else would you add?
——
𝗔𝗿𝗲 𝘆𝗼𝘂 𝘀𝘂𝗿𝗲 𝘆𝗼𝘂𝗿 𝗿𝗲𝘀𝘂𝗺𝗲 𝗽𝗮𝘀𝘀𝗲𝘀 𝗔𝗧𝗦 𝘀𝗰𝗮𝗻𝘀? Check by using Kickresume’s ATS Resume checker.
Check your ATS score here → https://t.co/pvpaXVnW7f
Thanks to our partner Kickresume who helps keep our content free.
——
♻️ Repost to help others learn and grow.
➕ Follow me ( Nikki Siapno ) to improve at system design.
🚨 Remember CCleaner?
It used to be the go-to app for cleaning Windows.
Then came the ads.
The bundled software.
And in 2017, a compromised release that infected 2M+ users with malware.
Now there's finally a modern alternative.
It's called Kudu.
100% Free. 100% Open Source.
Instead of installing multiple utilities...
You get everything in one app:
🧹 System cleaner (temp files, caches, logs, crash dumps)
🌐 Browser cleaner
🎮 Gaming cache cleaner
🗂️ Registry cleaner
⚡ Startup manager with real boot impact
💾 Interactive disk analyzer
🪓 Windows debloater
🗑️ Smart uninstaller that removes leftover files
But it goes even further.
🛡️ Built-in malware scanner
🔒 Privacy dashboard with 30+ Windows privacy toggles
🧨 Secure file deletion
📊 Real-time CPU, RAM, Disk & Network monitoring
💽 S.M.A.R.T. drive health
🔄 Automatic restore points before every cleanup
⏰ Scheduled scans
⌨️ CLI support
🌍 30+ languages
Even better...
It works on:
🪟 Windows
🍎 macOS (Intel & Apple Silicon)
🐧 Linux
No ads.
No telemetry.
No account.
No upsells.
And if an app isn't supported yet?
Its cleaning rules are simple JSON files, so anyone can add support without writing complex code.
MIT Licensed. Open Source.
GitHub: https://t.co/Lc38nOslEg