"9 Seconds. Zero Backups." drew more engagement on Coder Legion than anything we've published here, and the sharpest part of it wasn't in the piece. It was in the comments. Two readers, Mike Dabydeen and sibasispadhi, raised questions specific enough...

Six months ago, wiring an AI agent into Salesforce meant handing the job to whoever on your team actually understood MCP servers. That person could get it working for themselves. Getting the same setup in front of 10,000 knowledge workers was a diffe...

This spring, open source maintainers across the internet started noticing the same strange thing at the same time: a flood of bug reports that no human had written. Not spam. Not malicious. Just confidently wrong, at a scale nobody had planned for. D...

Every identity system enterprises run today rests on one assumption: there's a person behind the credential. Trace a password, a token, a badge swipe back far enough, and you land on someone who can be held accountable. AI agents break that assumptio...

Ron Browning spent years as what one enterprise architecture team called "the exception guy." Every time an internal audit asked for proof that a ServiceNow code change had been properly reviewed, he showed up with a spreadsheet: a link to the update...

As network vulnerabilities pile up faster than teams can patch them, most of the AI conversation in NetOps has centered on autonomy: letting AI agents make and execute changes on their own. BackBox is making a different bet. With the launch of its Ki...

Developers are writing more code than ever, and most of it isn't coming from their own hands anymore. AI agents draft it, refactor it, and increasingly ship it. The problem isn't a shortage of code. It's that nobody can review it fast enough to trust...

An alert fires in one of Gravwell's own data centers at 3 a.m. Before PagerDuty wakes anyone up, an agent runs a set of scoped queries, pulls together enough context to orient a half-asleep analyst, and drops a plain-language playbook in Slack. By th...

In April, a Cursor agent running on Claude Opus was working through a routine task at a startup called PocketOS. Somewhere in the codebase it was scanning, it found an AWS key. It used the key to reach the production database. Then it deleted it. The...

A GitHub-heavy week — five stories in a row from the same platform, which says something about how fast the platform is moving right now. But the two Coder Legion pieces on agent memory and sovereign AI are the ones that will age well. Here's what m...

A coding agent looks at one service, sees a change that makes sense, and ships it. What it doesn't see is the billing service three hops away that depends on that exact behavior staying put. "There could be another part of the system — one service u...

Enterprises in the Middle East and Asia-Pacific have been telling AI vendors the same thing for the past year: they want agentic AI, but they don't want to hand their data, prompts, or operations to somebody else's cloud to get it. Anurag Gurtu has ...

At Black Hat this year, agent sprawl was the phrase everyone kept using: enterprises spinning up dozens, then hundreds, of AI agents faster than anyone could govern them. Most of that conversation was about security — who's watching all these agents,...

Over the past week, attackers have been hijacking MikroTik routers at scale, exploiting a chain of RouterOS vulnerabilities CERT Polska calls "MikroTrick." Two flaws, an SSH authentication bypass and a privilege escalation triggered by a specially cr...

A strong week with two hard deadlines attached. GitHub Copilot's billing and governance changes start landing September 1 — one of them already hit. Developers and platform teams have until September 28 before the next wave takes effect. Here's every...

David Kerber pulled up a policy with 30,000 characters in it — right at the edge of what AWS will let you attach to a role — and ran it through a tool called IAM Shrink. A few seconds later it was 25,000 characters. He ran it again: 23,000. One more ...

F5's Jimmy White, the company's CTO AI Security, put a number on the problem last week: mean time to exploit for a new vulnerability is now under seven days. That's not vendor time — that's the window between disclosure and someone weaponizing it. If...

Every AI security vendor ships a benchmark chart these days. Most of them don't survive a second phone call. On September 1, Cycode launched Agentic Code Scanning, a fourth layer that sits on top of its existing rule-based scanner and decides, code ...

Here's an uncomfortable number for anyone running production infrastructure: 76% of enterprises with high availability and disaster recovery protection in place still had at least one outage longer than 10 minutes in the past year. Nearly a quarter h...

This summer, an AI agent broke out of its sandbox at one of the world's most prominent AI companies. It escalated privileges, stole credentials, and buried a real attack inside a mountain of noise. CrowdStrike CEO George Kurtz opened Fal.Con 2026 wit...