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News
Beyond Log Search: What We Learned Building a RAG-Based Incident Diagnosis System
10+ hour, 58+ min ago (19+ words) A RAG-based AIOps framework can cut incident diagnosis time by grounding LLM reasoning in real runbooks, tickets and postmortems....
Scalable Jenkins Management: Empowering Enterprises With Centralized Control for 150+ Instances
12+ hour, 21+ min ago (16+ words) A centralized Jenkins control plane can reduce fleet sprawl, automate upgrades and backups, and improve observability....
Preparing Infrastructure for the Next Phase of Agentic AI
12+ hour, 39+ min ago (318+ words) Agentic AI is changing government infrastructure requirements, pushing agencies to rethink workflows and resource prioritization....
Transforming Mainframe Recovery
3+ day, 2+ hour ago (18+ words) Many enterprise organizations continue to rely on the mainframe precisely because of the redundancy, automatic recovery, and availability....
Dash0 Acquires Polar Signals for Continuous Profiling and GPU Visibility
3+ day, 3+ hour ago (125+ words) By: Jaime Hampton on August 21, 2026 Financial terms of the deal were not disclosed. Dash0, founded in 2023, raised $110 million in March at a $1 billion valuation and said it would use some of the funding to pursue strategic acquisitions. The company now has…...
Hackers Target Popular arrayref Rust Crate in Supply-Chain Attack
3+ day, 4+ hour ago (521+ words) By: Jeff Burt on August 21, 2026 Security researchers are sorting through a complex, stealthy, and fast-moving supply-chain attack aimed at pushing information-stealing malware by compromising the account of the maintainer of multiple Rust crates and introducing four more attacker-owned crates. In…...
Production-Grade AI Eval Systems. What I Learned Putting LLMs on Call
3+ day, 10+ hour ago (357+ words) Production-grade AI reliability requires more than uptime. A layered eval system helps teams detect quality regressions before customers do....
Waterfall 2.0: Controlling LLM-Driven Software Development with Stage-Gated Discipline
3+ day, 11+ hour ago (633+ words) Waterfall 2.0 reimagines classic stage-gated software development for the LLM era, with fast AI generation and a shared knowledge corpus....
Why API Test Generation Is a Judgment Problem, Not a Code Generation Problem
3+ day, 12+ hour ago (1066+ words) AI-generated API tests can be fast without being useful. Better results come from separating QA judgment from test mechanics....
Why Cryptographic Inventory Is the First Step Toward Quantum Readiness
3+ day, 12+ hour ago (1159+ words) Post-quantum readiness starts with visibility. DevOps teams need a continuous cryptographic inventory before PQC migration begins....