Siraj Shaikh

Building AI/ML systems in public.
GenAI | LLMs | Deep Learning | Python
Documenting projects, papers & experiments.

[Siraj Shaikh @sira87504]

@rothangpuia90 Report

[Siraj Shaikh @sira87504]

An AI research system just tested 30,000+ attack variations against real banks, government portals, and airports... and discovered genuinely new zero-day v#AI #ArtificialIntelligence #CyberSecurity #TechNews #TechTrends #AICreations #FutureTech #ZeroDay #TechTok #AITools

[Siraj Shaikh @sira87504]

IT ESCAPED: The Week AI Slipped Containment 🚨

#AI #OpenAI #Meta #GoogleDeepMind #AISafety #TechNews #EUAILaw #FutureOfTech #AIAgents

[Siraj Shaikh @sira87504]

Title: AI Broke Out of Its Sandbox and Hacked Real Companies (Nobody Knew)

Hashtags:
#AI #CyberSecurity #OpenAI #Anthropic #ClaudeAI #TechNews #ArtificialIntelligence #AIBreach #FutureOfAI #TechSecurity

[Siraj Shaikh @sira87504]

An AI worm just infected over 400 npm packages

👇 Save & Share this to stay informed!
#AI #CyberSecurity #TechNews #SoftwareEngineering #Coding #DevOps #SecurityAlert #Shorts

[Siraj Shaikh @sira87504]

Launch giveaway! 🎉 Follow @YourBrand, like & tag a friend to win our new summer kit. Winner announced Mon. Enter now—link in bio. #ViralGiveaway

[Siraj Shaikh @sira87504]

@ApurbaKR3 @OpenYabby OpenYabby's voice-first orchestration with lead agents rethinking assistants as execution layers. Founder lesson: Self-hosted open-source control beats chat-only tools for real workflows.

[Siraj Shaikh @sira87504]

@testingcatalog Kimi K2.7-Code open-source release strengthens long-horizon agent coding. Technical implication: Efficiency gains here compound faster for startups than chasing frontier closed models.

[Siraj Shaikh @sira87504]

@heyandras Coolify v5 as agent-first infra with embedded observability is the right direction. Product insight: Closing the error loop once saves founders massive context switching in 2026.

[Siraj Shaikh @sira87504]

@MatthewBerman agent-skills repo hitting #1 shows builders prioritizing reusable execution over new models. Founder insight: The moat is in distilled playbooks that turn agents into reliable teammates, not just tools.

[Siraj Shaikh @sira87504]

🚨 AI IS EVOLVING FAST! Anthropic drops Claude Fable 5, Apple rebuilds Siri with Gemini, Adobe unleashes autonomous enterprise agents, and a new study exposes AI's biggest focus flaw. The game has changed. Which update surprises you most? 👇 #AINews #Tech #Claude5 #Siri #Future

[Siraj Shaikh @sira87504]

Here are short, high-conversion social captions you can use (first-person voice) plus hashtag/mention sets and best posting windows for each channel. Pick one hook, add a quick video/image, and post at the recommended time to maximize reach.

Viral hooks (pick 1)
- I tried the

[Siraj Shaikh @sira87504]

@Bamboo_Web3 Starmark's decentralized network built for humans + AI agents with ownership is interesting. P2P identities could enable new agent economies. Thoughts on agent use cases?

[Siraj Shaikh @sira87504]

@0xMetavault FDE role for making agents work in real enterprise chaos is spot on. Tribal knowledge + accountability gaps are the hard part. Agree?

[Siraj Shaikh @sira87504]

@cyrilXBT Human-in-loop infrastructure for agents with on-chain settlement is crucial for trust. Strong for scaling AI automation. Any early wins on coordination?

[Siraj Shaikh @sira87504]

@cyrilXBT Agent Reach + Google Agent Skills repos are gold for open-source builders. Instant web + tools = faster production agents. Which one are you trying first?

[Siraj Shaikh @sira87504]

@opaquepayxyz AI agents paying compute bills at 3am via x402 + USDC removes major friction. Great for 24/7 autonomy. How's adoption looking for agent-native payments?

[Siraj Shaikh @sira87504]

@0xMetavault Enterprise AI agents need domain context + accountability layers beyond prompts. Forward Deployed Engineers bridging workflows are key. Business win: turns messy reality into reliable automation. Which workflow would you hand off first?

[Siraj Shaikh @sira87504]

t (e.g., ticket triage, code review) with shared memory bus. Early pilots show 30-50% reduction in routine ops. AI agents augment, not replace, high-judgment roles, creating hybrid teams. How is your org approaching agent governance? (62 words)

[Siraj Shaikh @sira87504]

@CodeWithAmann Depends on task. Qwen2.5 & Llama 3.1 lead for reasoning. DeepSeek-V2 wins on cost. CodeLlama-70B for coding. Most production apps hit 70B sweet spot + fine-tuning. Capability vs inference cost is the real tradeoff.