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v2.5 StablePikory 2026
Discovery Intelligence

#Open Source

Total Volume
3MLive
Discovery Velocity
Viral
Initial Sampling
12 Items
Hashtag StatsBased on recent activity
Total Posts
3M
Avg. Views
533,153
Best Performing Reel View
1,671,021 Views
Analyzed Creators
12
Performance Context
Initial Batch12 reels analyzed

Trending Feed

12 posts loaded

Someone built the most powerful Claude tool on the planet—Ru
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Someone built the most powerful Claude tool on the planet—RuFlow runs 60 agents simultaneously, all getting smarter with every run. One agent plans, another codes, another tests, another checks security—all parallel, all sharing memory. The game-changer? It slashes Claude API costs by 75% by routing basic tasks to free tier and advanced tasks to optimal models. Ranked #1 in agent frameworks on GitHub with 14,100 stars, 100% open source, zero subscriptions needed. Your Claude subscription just became 2.5x more powerful. #AI #Claude #OpenSource #CodingTools Automation Keywords: RuFlow, Claude AI, AI agents, parallel processing, API cost optimization, open source tools, GitHub frameworks, intelligent routing, automated coding, developer tools, AI automation, cost reduction

Cloud Code just got a visual layer.

Pixel Agents is a free,
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Cloud Code just got a visual layer. Pixel Agents is a free, open-source VS Code extension that turns every Cloud Code terminal into a live pixel character inside a virtual office. Each agent mirrors real-time behavior — typing while generating code, reading files, or waiting for permission. It runs in the background, reads transcript files, and doesn’t interfere with your workflow. #CloudCode #VSCode #AIAgents #OpenSource #DevTools

Comment "opensource" and we will DM you the link

Free websi
53,625

Comment "opensource" and we will DM you the link Free website that feels illegal to know (Part 108). Find alternative open-source tools. #opensource #opensourcesoftware #github #freetools #illegalwebsite

Open Jarvis just dropped from Stanford.

A personal AI agent
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Open Jarvis just dropped from Stanford. A personal AI agent that: • Runs on your device • Learns and improves over time • Never sends your data to the cloud Your own private AI assistant. #AI #OpenJarvis #AIagents #OpenSource #juliangoldie

RuView is an open-source WiFi DensePose system that detects
139,579

RuView is an open-source WiFi DensePose system that detects human body position, breathing rate, and heart rate using only WiFi signals no cameras, no wearables. The hardware costs $8 and the software is completely free. #ai #opensource #aitools #computervision

This Open Source Repo Explain How LLM's Work
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This Open Source Repo Explain How LLM's Work

Find all Open Source Projects 🚀👨‍💻

This video tells abou
31,863

Find all Open Source Projects 🚀👨‍💻 This video tells about a Search Engine for all Open Source Projects. Check it out. Follow @parasmadan.in for more on Tech #projects #opensource #tech #meta #llama #developer #react

Stop paying for software you don’t need.
This site shows ope
70,829

Stop paying for software you don’t need. This site shows open-source alternatives to popular tools. Legal. Transparent. Community-built. Open-source ≠ piracy. It means freedom, not stealing. #OpenSource #TechTools #SoftwareAlternatives #CreatorTools Disclaimer: This video is for educational purposes only. The website shown lists legal, open-source software alternatives to proprietary tools. Open-source software is not piracy. It is software released by its creators under licenses that legally allow anyone to use, modify, and share it. I do not promote, support, or encourage piracy, cracked software, or copyright infringement of any kind.

If you are tired of AI agents that just sit there waiting fo
152,645

If you are tired of AI agents that just sit there waiting for you to type a prompt, you need to see OpenFang. It’s an "Agent OS" where you spin up autonomous workers—they call them "Hands"—to continuously map out research, scrape data, or generate leads on a schedule. You set the parameters, and they just run. I have to respect the developer flex here: it’s a 137,000-line Rust codebase, shipped as a single binary, with literally zero Clippy warnings. If you're on OpenClaw already, there's a one-command migration. https://github.com/RightNow-AI/openfang #github #opensource

This tool downloads literally anything from any link.

Ships
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This tool downloads literally anything from any link. Ships with: • Full support for YouTube, Instagram, TikTok, Twitter, Reddit & 100+ more • Videos, audio, images, posts — everything • 100% free, open source, no ads • No accounts, no limits Zero bloat. Zero paywalls. 👉 https://cobalt.tools/ Who’s downloading everything today? Drop a 🔥

Powered by Fedora Linux 
A clean system, open source philoso
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Powered by Fedora Linux A clean system, open source philosophy, and the freedom to shape your machine the way you want. No limits, no unnecessary noise just pure performance, customization, and a community that builds the future of technology together. A different way to experience your PC. 💻✨ #fedora #fedoralinux #linux #opensource #linuxdesktop linuxlife tech programming developerlife pcsetup techreels linuxcommunity 🐧

Introducing the open source, right-to-repair 2D printer! Ref
712,849

Introducing the open source, right-to-repair 2D printer! Refillable ink or HP cartridges, wall mountable, fully maintainable. Powered by Raspberry Pi, compatible with everything. Get ready for true printer freedom! #OpenSource #RightToRepair #DIYTech #Printer #TechGadgets #Innovation #RaspberryPi #FutureTech #Gadgets #TechNews

Top Creators

Most active in #open-source

Semantic Clustering

Reels Graph Intelligence.

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

Strategic Implementation

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

In-Depth Hashtag Analysis: #open-source

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

Executive Overview

#open-source is an actively used Instagram hashtag. Across the 12 trending reels analyzed on this page, the content has accumulated a combined total of 6,397,835 views— demonstrating strong content velocity within this content vertical. The top creator ecosystem features 8 notable accounts, led by @no_bugs_given with 1,671,021 total views. The hashtag's semantic network includes 30 related keywords such as #mastodon open source, #meshtastic open source mesh network, #open source robot dog, indicating its position within a broader content cluster.

Avg. Views / Reel
533,153
6,397,835 total
Viral Ceiling
1,671,021
Best Performing Reel
Unique Creators
8
12 reels analyzed

Viewership & Reach Analysis

The 12 reels in this dataset have generated a combined 6,397,835 views, translating to an average of 533,153 views per reel. This exceptionally high average viewership indicates that content in this hashtag frequently hits the Explore page or Reels tab, driving massive exposure beyond the creator's immediate follower base.

Top Performing Reel

The highest-performing reel in this dataset received 1,671,021 views. This viral outlier performance is 313% 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 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, @no_bugs_given, has contributed 1 reel with a total viewership of 1,671,021. The top three creators — @no_bugs_given, @nicksadler.io, and @ai.with.andrew — together account for 67.3% of the total views in this dataset. The semantic network of #open-source extends across 30 related hashtags, including #mastodon open source, #meshtastic open source mesh network, #open source robot dog, #github open source projects. Creators often use these tags together to reach overlapping audiences.

Discoverability & Reach Potential

The discoverability metrics for #open-source indicate an active content ecosystem. The average of 533,153 views per reel demonstrates consistent audience reach. For creators using #open-source, high-quality production and strong hooks in the first 1-2 seconds tend to perform best given the competition.

Analyst Verdict

#open-source demonstrates the hallmarks of a well-performing Instagram hashtag. With an average of 533,153 views per reel, the viewership metrics position this hashtag as a premium discovery vehicle. Creators like @no_bugs_given and @nicksadler.io are leading the charge, setting viewership benchmarks for the community.

Frequently Asked Questions

Everything about #open-source on Instagram

Frequently Asked Questions

How popular is the #open source hashtag?

Currently, #open source has over 3M public posts on Instagram. It is a highly active community focus area for creators and brands.

Can I download reels from #open source anonymously?

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

What are the most related tags to #open source?

Based on our semantic analysis, tags like #linus torvalds open source summit, #dojo toolkit open source, #open source software news are frequently used alongside #open source.