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What is Text Watermarking?
Featured·
Alain Airom (Ayrom)Alain Airom (Ayrom)@alain
·Sep 6·6 min read

What is Text Watermarking?

Implementing a didactical ‘water marking’ sample application (for self learning and...

What is Text Watermarking?
#watermarking#bias
Building Instagram Comment-to-DM Automation: Deterministic Rules vs AI
Hussnain ShahidHussnain Shahid@hussnain
·Sep 7·9 min read

Building Instagram Comment-to-DM Automation: Deterministic Rules vs AI

On August 31, 2026, Instagram announced it would rename its "AI creator" label to "AI-generated profile" and begin limiting the reach of accounts featuring...

Building Instagram Comment-to-DM Automation: Deterministic Rules vs AI
#ecommerce#AI
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octoscope 0.32.0 — the Overview tab: profile, social and activity counters, languages bar, top repositories and network
Giovambattista FazioliGiovambattista Fazioli@giovambattista
·Sep 7·3 min read

octoscope 0.32.0 — the Overview tab: profile, social and activity counters, languages bar, top repositories and network

There is a question the Repos tab could not answer until now. Not "how much did I commit to this one?" — the drill-in has told you that for a while — but...

octoscope 0.32.0 — the Overview tab: profile, social and activity counters, languages bar, top repositories and network
#GitHub#git

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'AGI Has Arrived,' Says Jensen Huang — Not Everyone's Convinced
Samod AlexSamod Alex@samod
·Sep 7·6 min read

'AGI Has Arrived,' Says Jensen Huang — Not Everyone's Convinced

Nvidia CEO Jensen Huang says “AGI has arrived” after OpenAI’s GPT-6 Astra launch. But benchmark methodology, mixed signals from OpenAI leadership, and criticism from researchers make the AGI declaration much harder to verify.

'AGI Has Arrived,' Says Jensen Huang — Not Everyone's Convinced
AI News
#Artificial Intelligence#OpenAI
Postgres vs MySQL vs MongoDB: The 2026 Decision Guide
Sanju SinghSanju Singh@sanjay687
·Sep 7·13 min read

Postgres vs MySQL vs MongoDB: The 2026 Decision Guide

Built on real 2026 version data, license terms, primary-sourced case studies, and a benchmark run on live Postgres and MySQL instances, not recycled marketing numbers. Includes a use-case matrix and decision flowchart.

Postgres vs MySQL vs MongoDB: The 2026 Decision Guide
#SQL vs NoSQL#Database Comparison
Found 897 Fake Followers on DEV.to Here's How I Proved It
Bad BananaBad Banana@bad
·Sep 6·28 min read

Found 897 Fake Followers on DEV.to Here's How I Proved It

A full technical audit of a coordinated follower inflation network — methodology, findings, and a...

Found 897 Fake Followers on DEV.to Here's How I Proved It
#Python#security
Is It Safe to Give Claude Access to Your Gmail?
Conor BronsdonConor Bronsdon@conor
·Sep 6·10 min read

Is It Safe to Give Claude Access to Your Gmail?

Claude's Gmail connector has no send tool, but the OAuth scope you grant it can send. Audit the grant, because that is where your blast radius lives.

Is It Safe to Give Claude Access to Your Gmail?
Architecture
#OAuth#MCP
Polyphon AI: Local Meeting Intelligence
See HiongSee Hiong@seehiong
·Sep 6·16 min read

Polyphon AI: Local Meeting Intelligence

Today, I am releasing polyphon-ai (Apache-2.0) — now available on PyPI (pip install "polyphon-ai[all]").

Polyphon AI: Local Meeting Intelligence
Building Phanalist: A Rust-Powered Static Analyzer for PHP
DenzylDenzyl@denzyl
·Sep 6·7 min read

Building Phanalist: A Rust-Powered Static Analyzer for PHP

I keep reading everywhere that rust is fast, has memory safety guardrails, and is 1 of the most loved...

Building Phanalist: A Rust-Powered Static Analyzer for PHP
1
#Rust#php
AntiSlop-vLLM: Architectural Review & Integration Assessment
Tomson AlexTomson Alex@tomson
·Sep 6·7 min read

AntiSlop-vLLM: Architectural Review & Integration Assessment

AntiSlop-vLLM strips AI-sounding phrasing by resampling tokens mid-generation, but it needs an API that returns real per-token logprobs, something Groq's current API doesn't support. Covers the architecture, setup, and two backend-agnostic workarounds.

AntiSlop-vLLM: Architectural Review & Integration Assessment
#LLM sampling#AntiSlop-vLLM
A Simple Look at TokPress: A Compressor That Uses an LLM's Tokenizer
Lê Đức MinhLê Đức Minh@l445
·Sep 6·2 min read

A Simple Look at TokPress: A Compressor That Uses an LLM's Tokenizer

TokPress compresses tiny JSON log lines by tokenizing with OpenAI's o200k_base tokenizer, then applying LZ77 and rANS for smaller files.

A Simple Look at TokPress: A Compressor That Uses an LLM's Tokenizer
Case Studies
ThreeUI: Getting-Started Walkthrough & Architecture Review
Arpan SinghArpan Singh@arpan
·Sep 5·5 min read

ThreeUI: Getting-Started Walkthrough & Architecture Review

A hands-on install guide and architecture review of ThreeUI, Meng To's Three.js/WebGL component catalog — covering the Community/Pro sync pipeline, automated releases, licensing, and the specific claims that couldn't be independently verified against public sources.

ThreeUI: Getting-Started Walkthrough & Architecture Review
Web Development
#Three.js#ThreeUI
Prompting Is Not Magic. It Is Control.
Bad BananaBad Banana@bad
·Sep 6·8 min read

Prompting Is Not Magic. It Is Control.

Most prompt books optimize for better answers. I wanted prompts that fail visibly. Most prompt...

Prompting Is Not Magic. It Is Control.
2
#PromptEngineering#LLM
r4b1t_h0l3
Bad BananaBad Banana@bad
·Sep 6·4 min read

r4b1t_h0l3

Explore r4b1t Open the r4b1t discovery instrument View the source · Launch the original...

r4b1t_h0l3
#osint#webdev
Back to Basics: What a Forensic Investigation Can Prove — and What It Can’t
Bad BananaBad Banana@bad
·Sep 6·9 min read

Back to Basics: What a Forensic Investigation Can Prove — and What It Can’t

This post is going back to the basics in forensic investigations. Not because the basics are...

Back to Basics: What a Forensic Investigation Can Prove — and What It Can’t
#opensource#GitHub
🍌 pushed the badBANANA Threat Observatory public 🍌
Bad BananaBad Banana@bad
·Sep 6·2 min read

🍌 pushed the badBANANA Threat Observatory public 🍌

This was one of those projects I had wanted to make for a long time, even before I had a very clear...

🍌 pushed the badBANANA Threat Observatory public 🍌
#threatintelligence#opensource
108 TESTS PASSED. VERIFIED?
Bad BananaBad Banana@bad
·Sep 6·3 min read

108 TESTS PASSED. VERIFIED?

A green test suite is evidence. It is not independent evidence. The current release of badBANANA...

108 TESTS PASSED. VERIFIED?
Kept Getting Strange GitHub Followers. So I Measured Them
Bad BananaBad Banana@bad
·Sep 6·11 min read

Kept Getting Strange GitHub Followers. So I Measured Them

Over the past several weeks, I kept seeing something unusual in my GitHub followers. Not one...

Kept Getting Strange GitHub Followers. So I Measured Them
#GitHub#Software

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ZyVOP

ZyVOP

@zyvop

Maksym Kuzmitskyi (MaximusFT)

Maksym Kuzmitskyi (MaximusFT)

@maksym

I0veD

I0veD

@i0ved

Alain Airom (Ayrom)

Alain Airom (Ayrom)

@alain

Sanju Singh

Sanju Singh

@sanjay687

Community Threads

● ACTIVE

Building Instagram Comment-to-DM Automation: Deterministic Rules vs AI

#ecommerce·9 min read·Hussnain Shahid

octoscope 0.32.0 — the Overview tab: profile, social and activity counters, languages bar, top repositories and network

#GitHub·3 min read·Giovambattista Fazioli

'AGI Has Arrived,' Says Jensen Huang — Not Everyone's Convinced

#Artificial Intelligence·6 min read·Samod Alex

Postgres vs MySQL vs MongoDB: The 2026 Decision Guide

#SQL vs NoSQL·13 min read·Sanju Singh

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