Glowing autonomous operations agent in a data-center corridor with holographic incident graphs

AI & Cloud Infrastructure · Aug 1, 2026 · 12 min read

AWS DevOps Agent in 2026: what it automates, the real per-second cost, and buy vs build

AWS DevOps Agent reached general availability in March 2026, billed per agent-second with no idle charges. Here is what it automates across AWS, Azure and on-prem, the published MTTR data, competitor pricing, and

Manu Shukla

#AWS DevOps Agent #AIOps #SRE

$Glowing 3D padlock fracturing into neon shards over a dark server room$

Engineering · Jul 10, 2026 · 8 min read

AI-assisted cyberattacks in 2026: why 84% abuse the tools you already run

Unit 42 found AI accelerated attacks 4x in 2026, with the fastest intrusions reaching data in 72 minutes and identity behind nearly 90% of breaches. Here is what changed and how CTOs and security leaders should respond.

Manu Shukla

#cybersecurity #AI security #zero trust