Research library

Insights

Analysis of AI, automation, and software: what is changing, what holds up, and what it means for practical decisions.

173 articles · Page 13 of 15

Insight10 min read

AI Agents Are Rewriting the Automation Playbook

AI agents are replacing rigid, rule-based workflows. How to build a hybrid automation strategy that actually works.

Insight9 min read

The AI Software Selloff: A $1T Wake-Up Call

AI product launches wiped $1 trillion from software valuations in one week. Here's what the selloff signals for your business.

Insight5 min read

Claude Opus 4.6: Adaptive Thinking, 1M Context

Claude Opus 4.6 introduces adaptive thinking, a 1M-token context window, and leads agentic benchmarks with 80.8% on SWE-bench.

Insight10 min read

Building Software That Survives the AI Wave

The SaaSpocalypse is real for some software, overblown for others. Here's what AI can't replicate and how to build for it.

Insight5 min read

GPT-5.3-Codex: OpenAI's Agentic Code Model

OpenAI releases GPT-5.3-Codex with 77.3% on Terminal-Bench 2.0, an agentic coding model partially used in its own creation.

Insight8 min read

Why Automation Should Come Before AI

Automate workflows before investing in AI. Automation delivers immediate ROI and builds the clean data pipelines AI needs to succeed.

Insight10 min read

Emergent AI: When Models Surprise Creators

Why large AI models develop surprising capabilities like arithmetic and reasoning that smaller models lack. Emergent behaviors explained.

Insight11 min read

Prompt Engineering: Better Results From AI

Practical techniques for writing effective prompts that produce reliable AI outputs. Works across ChatGPT, Claude, Gemini, and other LLMs.

Insight9 min read

Technical Debt: The Product Velocity Killer

Technical debt compounds silently until it dominates your roadmap. Learn to measure, communicate, and systematically reduce it.

Insight10 min read

Why Bigger AI Models Work Better

The science behind AI scaling laws and chain-of-thought reasoning, without the PhD. Why larger models are smarter and how to use them.

Insight10 min read

Seven AI Mistakes That Sink Projects

Most AI initiatives fail due to predictable organizational and technical missteps, not bad technology. Here's how to avoid them.

Insight7 min read

Moltbot: The Viral Open-Source AI Assistant

Inside Moltbot, the self-hosted AI assistant that broke GitHub records. What it does, how it works, and the security trade-offs.