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Icoe Man1d ago · 6 min read

How to Scrape Instagram Comments from Posts, Reels and Profiles (No Login)

If you want to scrape Instagram comments, the official API won't get you far. It only returns comments on business accounts you manage, and you need an approved Meta app to use it. Most people end up

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mengyuxuan1d ago · 7 min read

One Instagram Carousel, Four Photo Shapes: Square Them Before Instagram Crops Them (52.5 MB → 0.99 MB)

I had four photos from one trip that belonged in one Instagram carousel: a tall castle tower, a stormy harbour, a fishing boat and a wide island panorama. Four different shapes. Instagram doesn't let

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Autogram2d ago · 2 min read

Run your Instagram DMs from Claude: a practical guide to Autogram's MCP server

Disclosure: I build Autogram. Autogram runs Instagram comment-to-DM automations and AI replies. Its MCP server lets Claude, ChatGPT or Cursor run them for you, so you can ask "which reel brought me le

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Nehrosh Jadoon6d ago · 2 min read

Building a privacy-first unfollower checker that runs 100% in the browser

Every "who unfollowed me" app asks for the same thing: your Instagram username and password. Handing your credentials to a random third-party app is how accounts get stolen, shadow-banned, or quietly

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Alexey PolevOct 20 · 12 min read

Instagram Reels search by spoken words (2026)

TL;DR Instagram Reels search by spoken words does not exist natively: the saved tab has no text search and no transcript view. Four workarounds: Instagram Collections, screenshot OCR in Photos, a do-i

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FlowpajaOct 16 · 6 min read

Make Instagram IM006 "Token already exist / Token not found": what to check

IM006 Token already exist / Token not found when connecting Instagram for Business in Make: what reports show, what you can check, and what to send support. Updated 15 Oct 2026 · ~6 min read Disclosur

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Abhishek RubyOct 15 · 3 min read

I built a bot that gets Instagram reel freebies for you, for ₹0

Every second reel in my feed ends the same way: "Follow me and comment GUIDE and I'll DM you the link." So I follow. I comment. I wait for the DM. Then I do it again on the next reel. Five times a day

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Anand ChhatparOct 14 · 4 min read

Selecting Giveaway Winners from Instagram Post Comments with HikerAPI

This is useful for developers who run Instagram giveaways and need a reliable way to pull the full list of commenters from a public post so they can pick winners programmatically. Manual scrolling or

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Molly SohaneyOct 11 · 2 min read

CTF Writeup: Server Juice | OSINT | CSS CTF 2026: Return of Nexus

Description If you want to appease the algorithm (and maybe get a head start on future hints), consider keeping us on your radar by following. Flag Format: CSSCTF{...} Overview This was a beginne

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Alexey PolevOct 8 · 8 min read

Export Instagram saved posts: step by step (2026)

TL;DR To export Instagram saved posts, request a copy of your data in Accounts Center, choose only "Saved", pick JSON and "All time", and download the ZIP when Instagram emails you. Inside, saved_post