AI
Google's Gemini 3 Deep Think Hits 84.6% on ARC-AGI-2: AGI Breakthrough?
Gemini 3 Deep Think posts serious reasoning gains. Here is the no-hype read on what the benchmark wave means for teams shipping products now.
Field notes
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What I am seeing in current builds, frontier AI, and software calls. Written so an operator can decide what to do next.
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FeaturedAug 28, 20266 min read
A supply-chain-risk label is not a blank check to punish a vendor
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AI
OpenAI vs DeepSeek: What the 'Cheating Memo' Means for Builders
This is not just platform drama. It is a live case study in extraction risk, API defense, and the policy constraints shaping frontier AI products.
AI Safety
AI Agents Under KPI Pressure: The 30-50% Ethics Violation Rate
A December 2025 benchmark shows frontier AI agents ditch ethics 30-50% of the time when KPIs conflict. A veteran-owned dev shop's take on hardening agents for production, and why safety is reliability.
AI Agents
Ex-GitHub CEO Nat Friedman Launches Entire: Git for AI Agents
With $60M seed funding, Entire brings observability to AI coding agents via Git checkpoints. A new era for developer tools?
AI Strategy
AI's Shift from Hype to Pragmatism in 2026
If 2025 was the year AI got a vibe check, 2026 is the year the technology gets practical. The industry is moving from chasing bigger models to delivering measurable business value through small language models, world models, and agentic workflows.
AI Agents
OpenAI Frontier and the Enterprise Agent Shift
OpenAI just launched Frontier, a platform for building and managing AI agents in production. It puts governance, onboarding, and execution at the center of enterprise adoption.
AI Agents
GitHub Agent HQ and the Moment AI Agents Became Default
GitHub just put Claude and Codex side by side inside Agent HQ. This is the most important AI agent distribution move since Xcode 26.3, and it changes how teams plan, review, and ship code.
AI Agents
Xcode 26.3 and the Day Agentic Coding Went Mainstream
Apple just embedded agentic coding into Xcode 26.3 with Anthropic Claude Agent and OpenAI Codex. Here is why this matters right now and what it changes for real teams.
AI Development
Compound Engineering: How Each Session Makes the Next One Easier
Compound Engineering is an AI-native way of building software where every unit of work makes the next one easier - not harder. Learn the four-step loop (Plan, Work, Review, Compound) and how to wake up smarter after every session.
AI
How I'm Using OpenClaw to Run My Business
As the founder of Defendre Solutions, I've integrated OpenClaw into our operations, automating workflows, streamlining scheduling, and saving 10+ hours weekly. Here's how AI can amplify your business without replacing the human touch.
AI Tools
Clawdbot Is What Siri Should Have Been (And It Runs on Your Computer)
A lobster is taking over X right now. Clawdbot is an open source AI assistant that people are calling "the iPhone moment for personal AI." It runs locally, connects to your messaging apps, and can actually do things on your computer.
AI Development
The Claude Agent SDK Just Changed Everything About Building AI Agents
What if you could give an AI the exact same tools you use every day? Not a chatbot. Not a text generator. A digital worker with access to a terminal, a file system, and the ability to run code until a job is done. That's exactly what Anthropic built.
AI
Making Your Website AI Agent Friendly: A Complete Guide
AI agents are becoming the new gatekeepers of information. Here's how to make sure your personal website shows up when people ask AI about you or your expertise.
Technology
GPT-5.2-Codex Is Here: OpenAI's Most Advanced Coding AI Now Available to Developers
OpenAI's GPT-5.2-Codex brings top-tier agentic coding capabilities to developers through GitHub Copilot and the OpenAI API.
AI Tools
Claude Cowork: Anthropic Brings AI Agents to Everyone
Anthropic just launched Claude Cowork, bringing the power of Claude Code to non-developers. A veteran's perspective on what this means for businesses, productivity, and the future of work.
AI Models
Top 5 AI Models of 2025: What Matters for Builders
GPT-5.1 Codex Max, Claude Opus 4.5, Gemini 3 Ultra, Qwen 3.0, and Mistral Large 3 are defining the 2025 landscape. Here's how they compare, where each shines, and how to pick the right model for your next mission.