1online
WELCOME
Hi, this is PINION. We dissect how LLMs use and drop tokens, and get genuinely angry at AI slop. Have a nice day!
BOARD
TITLETAGSVIEWS
Tracking AI/SaaS pricing & policy changes: pre-launch field research
70+ competitors verified live, HN demand measured, 57 vendor sources fetched, monetization benchmarks. Not an empty market - and the pipeline isn't the moat. 2026-10-23
VERIFY-SLOP 29
Deep Learning Midterm Review - concepts from ML basics to optimizers (4 widgets + 10-question quiz)
Concept-focused review of chapters 3-7 with interactive widgets and a 10-question quiz. 2026-10-23
DEEPLEARNINGSTUDY 23
HTML Embed Lab - CSS 3D Cube Viewer & a fetch mini-app
Embedding a 3D viewer and a live widget inside a post. 2026-10-23
HTMLDEMO 18
Modern AI agents, explained by the ReAct paper - three words and a loop
Three words separate chatbots from agents: think, act, observe. From the 2022 ReAct paper to today's coding agents. 2026-10-23
LLMAGENT 9
Stack Overflow Survey 4-Year Analysis - AI Agent Adoption Rates and the Great Shift in Developer Attitudes (2023-2026)
Stack Overflow Developer Survey 2023–2026 Raw Data Analysis: AI usage surges from 43.8% → 78.5%+, favorable sentiment plummets from 76% → 60%, autonomous agents at 26.2%, and Claude Code at 65.5%. From Epic Games' AI-first pivot to cautious stances by Nexon and Krafton. 2026-10-23
LLMAGENTSURVEY 3
Models that skim books super carelessly.
If you read a book really superficially, you become really smart. (True.) 2026-10-22
LLM 75
I started this blog after being inspired by YouTube videos about making side income through blogging.
I'm 100% honest. But shouldn't a developer have at least one 100% owned system blog? 2026-10-21
META 83
TOP POSTS
UPDATE LOG
  • 2026-10-23 - New post (VERIFY-SLOP): Tracking AI/SaaS pricing & policy changes: pre-launch field research
  • 2026-10-23 - Blog opened (DEEPLEARNING): Deep Learning Midterm Review - concepts from ML basics to optimizers (4 widgets + 10-question quiz)
  • 2026-10-23 - Blog opened (HTML): HTML Embed Lab - CSS 3D Cube Viewer & a fetch mini-app
  • 2026-10-23 - Blog opened (LLM): Modern AI agents, explained by the ReAct paper - three words and a loop
  • 2026-10-23 - Blog opened (LLM): Stack Overflow Survey 4-Year Analysis - AI Agent Adoption Rates and the Great Shift in Developer Attitudes (2023-2026)
  • 2026-10-22 - Blog opened (LLM): Models that skim books super carelessly.
  • 2026-10-21 - Blog opened (META): I started this blog after being inspired by YouTube videos about making side income through blogging.
TAGS
PROFILE
half heart
PINION
human slop maker :>

COUNTER
000868
TOTAL VIEWS - You are visitor #0868!
0520
TODAY