Most AI projects fail somewhere between demo works and production ships. The gap is rarely the model. It's the absence of the controls that turn a one-shot prompt into a system you can run, audit, and iterate on without setting fire to the budget. I made the chart

A recent piece called "The Bottleneck Was Never the Code" makes the right argument at the right time. Coding agents shift the constraint from typing to coordination. Organizational context — the shared understanding of what we're building, what's load-bearing, what's vestigial — is the

Last week, a Cursor agent running on Claude Opus 4.6 deleted a startup's production database and its backups in nine seconds. The agent had been asked to fix a credential mismatch in staging. It decided to delete a Railway volume to "fix" it instead — using

Yanli Liu's "The 4 Lines Every CLAUDE.md Needs" makes a real point. The 4 lines, derived from Andrej Karpathy's January 2026 thread on agent failure modes, all express the same insight: behavioral rules outperform feature rules. Don't assume. Surface tradeoffs. Minimum

Lars Faye's "Agentic Coding is a Trap" is the most honest writing I've seen on AI skill atrophy. The studies he cites are real. The "supervision paradox" — needing the skills the agent erodes to oversee it — is the cleanest framing of the

Count how many times your agent told you "you're right" today. Count "good catch." Count "I should have noticed that." Now ask yourself how many of those corrections will survive into tomorrow's session. The compliments are not praise. They are

Anthropic now ships at least three different memory models inside the Claude product family, and they don't behave the same way. Claude.ai has a chat memory feature for Pro, Max, Team, and Enterprise users that summarizes prior conversations and injects that summary into new chats. Claude Code

The AI adoption pathway that's actually working in 2026 is not "deploy a copilot to your team." It's "expose your org's context to whichever model your team already chose." That sounds like a small shift. It's not. It

Microsoft just patched a built-in Entra ID role they shipped as scoped to "agent identities" — and which, in practice, let anyone holding that role take over almost any service principal in the tenant. The fix rolled out across all clouds on April 9. The disclosure went public last