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v2.5 StablePikory 2026
Discovery Intelligence

#Open Source Intelligence Framework

Total Volume
Discovery Velocity
Viral
Initial Sampling
12 Items
Hashtag StatsBased on recent activity
Total Posts
Avg. Views
491,085
Best Performing Reel View
2,764,921 Views
Analyzed Creators
12
Performance Context
Initial Batch12 reels analyzed

Trending Feed

12 posts loaded

Someone just open-sourced what feels like a Bloomberg Termin
2,764,921

Someone just open-sourced what feels like a Bloomberg Terminal for geopolitics 🌍 WorldMonitor is a real-time global intelligence dashboard combining military tracking, infrastructure monitoring, OSINT feeds, and AI threat analysis into one interactive map. Here’s what makes it insane: → AI reads 100+ news sources and generates intelligence briefs automatically → Detects news velocity spikes before stories trend → Correlates military flights, protests, outages, and satellite signals into convergence alerts → Country-level Instability Index scoring geopolitical risk in real time → Interactive map layering aircraft, vessels, conflicts, infrastructure, and protests → Military aircraft and naval vessel tracking with dark-ship anomaly detection → Nuclear facilities, submarine cables, oil pipelines, and AI datacenter mapping → Internet outages, sanctions, protests, and satellite fire detection → Prediction markets used as early warning indicators → Market-before-news anomaly tracking → Strategic chokepoint and logistics monitoring → Modular open-source architecture for custom intelligence feeds This is the kind of situational awareness platform governments and hedge funds pay millions for… and it runs locally in your browser. No subscriptions. No classified access. Fully open source. Comment WORLD and I’ll send the link 🔗 #ai #aitools #intelligence

Comment "OPEN" to get this New AI Coder that gives you unlim
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Comment "OPEN" to get this New AI Coder that gives you unlimited free credits. Forget Cursor, Bolt, or V0. They cost money. Limits slow you down. Try OpenBuilder instead. It's a new AI coding tool. 100% free. Fully open source. Unlimited credits. Build anything. No stops. You describe what you want. Use simple English. Like this: "Make a task app. Add user login. Hook up payments. Show updates live." OpenBuilder gets it. It builds the full setup. Creates a real backend. Links APIs. Fixes bugs on its own. Think of it like this. It's your coding buddy. Always ready. No coffee breaks needed. I tried it last week. Told it: "Build a chat app with email signups." In minutes? Full code. Working database. API connections. One bug popped up. It fixed it fast. Here's what it does well: - Sets up folders and files right. - Runs servers and storage. - Plugs in tools like databases or payments. - Tests and tweaks as you go. Supports Python. React. Next.js. More. Fork it on GitHub. Change what you like. Deploy quick. The good news? You get all this free. No tricks. Start your project today. #openbuilder #aicoding #vibecoding #opensourceai #ainews #aiindia #aicommunity #aitools #aibuilders

Here are 5 awesome open source projects you can try immediat
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Here are 5 awesome open source projects you can try immediately. Making this a weekly series! #programming #opensource #software

Ultimate list of free open source AI agent projects that you
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Ultimate list of free open source AI agent projects that you should follow in 2025! And if you don’t know much about AI agents but want to learn, check the link in my bio for FREE tutorials, including how to build your first AI agent without coding. Here are all the GitHub links: 1. https://github.com/Significant-Gravitas/AutoGPT 2. https://github.com/zaidmukaddam/scira 3. https://github.com/frdel/agent-zero 4. https://github.com/enricoros/big-AGI 5. https://github.com/browser-use/browser-useAI 6. https://github.com/Skyvern-AI/skyvern 7. https://github.com/feder-cr/Jobs_Applier_AI_Agent_AIHawk #ai #aiagent #aiagents #opensource #learning #sabrinaramonov

60 Agents Working in Parallel — For Free

Most people use Cl
1,936,772

60 Agents Working in Parallel — For Free Most people use Claude like a single assistant. Claude-Flow turns it into a team. This open-source framework runs 60 AI agents in parallel — planning, coding, testing, reviewing security, and sharing memory across every run. Instead of one model doing everything, tasks are intelligently routed: • Simple jobs → free layer • Complex jobs → the right Claude model Result? Up to 75% lower API costs and significantly higher output. Ranked #1 in agent frameworks on GitHub with 14,100+ stars, Claude-Flow is completely open source and requires no extra subscriptions. If you’re paying for Claude, this makes your subscription 2.5× more powerful. Comment CLAUDEFLOW for the link.

Comment List to get all the links

OpenRouter’s free key inc
425,100

Comment List to get all the links OpenRouter’s free key includes 100k tokens monthly across 60+ providers. Groq’s free developer key runs Llama, Mistral, DeepSeek and Whisper at sub-200 ms/token. Chutes gives you a zero-config key for Qwen 3, Llama 4 Maverick and Mistral Small, and many more. NVIDIA NIM offers 1,000 free credits for Llama-3.1, Mistral 7B and Nemotron via its Developer Program. #aicommunity #aiapi #aicoding #aidev #chatgpt #openai #deepseek #gemini #groq

The best open source coding model is only 32B params!
Here's
86,221

The best open source coding model is only 32B params! Here's how to use Qwen2.5 Coder API for Free! Thanks to glhf.chat #aicoding #coding #llm #alibaba #qwen #codeqwen #aider #cursor #windsurf #cline

Comment "DEEPSEEK" to get this Free, Opensource AI Coder.

Y
329,812

Comment "DEEPSEEK" to get this Free, Opensource AI Coder. You don’t need to pay for Bolt, Lovable, or Cursor anymore. There’s now a free AI coder that does the same job—and then some. It’s called DeepSite V2. An open-source tool anyone can grab on Hugging Face. No limits, no paywalls, no “trial ends in 7 days” nonsense. Just free access. Here’s the twist—it’s powered by the DeepSeek reasoning model. What does that mean? It doesn’t just spit out lines of code. It actually thinks through the problem. Like having a friend who explains the “why” and not just the “what.” And it doesn’t stop there. DeepSite V2 can also tap into DeepSite V3 and the R1 reasoning model. Think of it like switching between different modes on a car. Sometimes you want speed. Sometimes you want efficiency. You get to choose. What can you do with it? Pretty much everything: Build full websites in minutes Create apps without drowning in setup steps Redesign an existing site just by pasting the link Edit parts of a site by clicking what you want changed No chasing CSS selectors. No digging in confusing code. Just click, change, move on. It’s that direct. I tried it on an old portfolio site I built years ago. Copy, paste, done. Within minutes, the site had a cleaner layout, faster load time, and even mobile-friendly tweaks. Honestly, it felt like cheating. Because it’s open-source, people around the world are tweaking and improving it nonstop. So tomorrow, it might be even better than today. It’s fast. It’s free. And for coders, designers, and beginners alike—it feels like having a whole dev team in your browser. Want me to make this shorter and snappier, like a sales page draft, or keep it closer to this conversational article style? #aicoding #deepsite #deepseekai #aitools #ainews #aiindia #aicommunity #nicksaraev #huggingface #opensourceai

📍 finding the best open source ML framework?? Then try this
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📍 finding the best open source ML framework?? Then try this GitHub repo -> ✅ tensorflow ✅ contains the best tools for training any ML algorithm #coding #programming #developer #tech #frontenddevelopment #frontenddeveloper #frontend #ml

At #GoogleIO, ✨ Firebase Genkit ✨ was announced: an open sou
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At #GoogleIO, ✨ Firebase Genkit ✨ was announced: an open source generative AI integration framework! ⌨️ Built for app devs ⚙️ Unified API for LLMs 🛠️ Local developer tooling ☁️ Integrates with @googlecloud & Firebase Get started at the link in our bio. 🔗

On the 25th of February, I uncovered 7 exciting new AI tools
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On the 25th of February, I uncovered 7 exciting new AI tools that just launched! 🚀 From Stitch by Google and Anima to Liner Write, Toggle for OpenClaw, Collective OS, Skills for Agents, and Polsia—these tools are set to transform your workflow. Check out the latest updates and stay ahead with CompleteAITraining.com! #AITools #TechUpdate #Innovation #ArtificialIntelligence #toollaunch

Here they are! My favorite one is Anthropic’s building effec
77,723

Here they are! My favorite one is Anthropic’s building effective ai agents but all the other platforms you vibecode on like v0.dev, @repl.it and @lovable.dev have their own too Building Effective Agents by @claudeai https://www.anthropic.com/engineering/building-effective-agents Prompting Guide by @google https://services.google.com/fh/files/misc/gemini-for-google-workspace-prompting-guide-101.pdf Prompt Engineering by @claudeai https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/overview Practical Guide to Building Agents by @openai https://cdn.openai.com/business-guides-and-resources/a-practical-guide-to-building-agents.pdf Identifying and scaling AI use cases by @openai https://cdn.openai.com/business-guides-and-resources/identifying-and-scaling-ai-use-cases.pdf AI in the enterprise by @openai https://cdn.openai.com/business-guides-and-resources/ai-in-the-enterprise.pdf #prompting #aiagent

Top Creators

Most active in #open-source-intelligence-framework

Semantic Clustering

Reels Graph Intelligence.

Advanced mapping of high-affinity Instagram Reels semantic patterns identified within the #open-source-intelligence-framework ecosystem.

Strategic Implementation

Our semantic engine has identified these specific pattern clusters as high-affinity matches for #open-source-intelligence-framework. Integrated usage of #open-source-intelligence-framework with strategic Reels tags like #opening and #open source is statistically linked to a significant increase in initial Reels discovery velocity.

In-Depth Hashtag Analysis: #open-source-intelligence-framework

Expert Review • June 4, 2026 • Based on 12 Reels

Executive Overview

#open-source-intelligence-framework is an actively used Instagram hashtag. Across the 12 trending reels analyzed on this page, the content has accumulated a combined total of 5,893,023 views— demonstrating strong content velocity within this content vertical. The top creator ecosystem features 8 notable accounts, led by @avatarist.ai with 2,764,921 total views. The hashtag's semantic network includes 12 related keywords such as #opening, #open source, #intelligence, indicating its position within a broader content cluster.

Avg. Views / Reel
491,085
5,893,023 total
Viral Ceiling
2,764,921
Best Performing Reel
Unique Creators
8
12 reels analyzed

Viewership & Reach Analysis

The 12 reels in this dataset have generated a combined 5,893,023 views, translating to an average of 491,085 views per reel. This strong average viewership suggests healthy algorithmic distribution. Reels using this hashtag are reliably reaching audiences interested in this niche.

Top Performing Reel

The highest-performing reel in this dataset received 2,764,921 views. This viral outlier performance is 563% of the average reel performance in this set. This significant gap between the top performer and the average highlights the "viral lottery" nature of this hashtag — breakout hits can achieve massive scale.

Content Overview & Top Creators

The #open-source-intelligence-framework ecosystem is dominated by short-form video content (Reels), aligning with Instagram's algorithmic preference for video-first distribution. There are 8 distinct accounts contributing to the trending feed. The top creator, @avatarist.ai, has contributed 1 reel with a total viewership of 2,764,921. The top three creators — @avatarist.ai, @thevibefounder, and @okaashish — together account for 87.0% of the total views in this dataset. The semantic network of #open-source-intelligence-framework extends across 12 related hashtags, including #opening, #open source, #intelligence, #intelligent. Creators often use these tags together to reach overlapping audiences.

Discoverability & Reach Potential

The discoverability metrics for #open-source-intelligence-framework indicate an active content ecosystem. The average of 491,085 views per reel demonstrates consistent audience reach. For creators using #open-source-intelligence-framework, posting consistently with trending audio and relevant angles will help you get noticed.

Analyst Verdict

#open-source-intelligence-framework demonstrates the hallmarks of a well-performing Instagram hashtag. With an average of 491,085 views per reel, the viewership metrics position this hashtag as a reliable reach driver. Creators like @avatarist.ai and @thevibefounder are leading the charge, setting viewership benchmarks for the community.

Frequently Asked Questions

Everything about #open-source-intelligence-framework on Instagram

Frequently Asked Questions

How popular is the #open source intelligence framework hashtag?

Currently, #open source intelligence framework has over — public posts on Instagram. It is a highly active community focus area for creators and brands.

Can I download reels from #open source intelligence framework anonymously?

Yes, Pikory allows you to view and download public reels tagged with #open source intelligence framework without an account and without notifying the content creators.

What are the most related tags to #open source intelligence framework?

Based on our semantic analysis, tags like #open source intelligence, #sourced, #open source intelligent are frequently used alongside #open source intelligence framework.
#open source intelligence framework Instagram Discovery & Analytics 2026 | Pikory