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News
Our AI reviewer invented a request. Our producer retried 245 times.
10+ min ago (415+ words) We run ~100 LLM agents unattended on local models. Last week we found one document that had been rewritten 245 times in 5 days — every attempt rejected. A sibling document: 225 times. Combined, about 470 wasted generations, all burned on the same two files. Here…...
Linux 7.3 Improving RAID 5/6 Benchmark-Based Algorithm Selection
15+ min ago (178+ words) Phoronix - Categories Computers Display Drivers Graphics Cards Linux Gaming Memory Motherboards Processors Software Storage Operating Systems Peripherals Linux 7.3 Improving RAID 5/6 Benchmark-Based Algorithm Selection Michael Larabel is the principal author of Phoronix.com and founded the site in 2004 with a focus…...
AWS Control Tower vs Azure Landing Zone vs GCP 2026
2+ hour, 2+ min ago (764+ words) This comparison breaks down the three approaches to multi-account, multi-subscription, and multi-project governance as they stand in 2026 — pricing, guardrail depth, deployment time, IaC integration, and which one fits which kind of organization. Every vendor markets their landing zone tooling as…...
Four Alarm Slots, Three Failure Modes: Building a Nightly Drain That Survives Sleep, Races, and Timeouts
49+ min ago (1393+ words) Every night my Mac quietly rewrites my long-term memory. Not metaphorically — a shell script drains... Tagged with automation, bash, macos, claude....
Planning Over Execution: Lessons from 157 Agent Runs and the Rise of Orca-Style Agent Fleets
49+ min ago (777+ words) Over six months, our team deployed and monitored 157 distinct agent runs across four primary use cases: code generation pipelines, automated testing workflows, infrastructure-as-code provisioning, and data transformation tasks. Each run varied along three dimensions: The results were unambiguous. Systems that…...
Log Level Design and Rotation: Why Apps Use DEBUG/INFO/WARNING/ERROR
1+ hour, 20+ min ago (198+ words) Open any application log and you'll see the same kind of message tagged with different labels: DEBUG, INFO, WARNING, ERROR. Why not just write down everything that happens, in one uniform stream? This post looks at what log levels actually…...
Running the AWS CLI Against Your Own Hardware
1+ hour, 31+ min ago (339+ words) The AWS CLI is on almost every developer's machine. Once you've built habits around commands like aws ec2 describe-instances, aws s3 cp, and eksctl create cluster, the idea of switching to different tooling for on-prem or edge deployments is genuinely painful. Most…...
Technology Staffing
12+ hour, 51+ min ago (40+ words) AI Engineers, ML Engineers, Data Scientists, GenAI Engineers. AWS, Azure and GCP specialists. Java,.NET, Python, Node.js and full-stack engineers. SRE, Platform Engineers and DevOps Architects. SOC Analysts, Security Engineers and IAM Engineers. Contract, C2H, Direct Hire and Managed Teams....
Create a provider
1+ mon, 1+ week ago (24+ words) emaildocs.netcore.ai Updated about 1 month ago 8th Floor, Peninsula Towers, Peninsula Corporate Park, G.K. Marg, Lower Parel (W), Mumbai - 400013, India...
Install Docker Engine on Debian
1+ hour, 53+ min ago (1019+ words) Docker Engine provides the daemon, CLI, and runtime needed to build and run containers on Debian. This guide installs Docker Engine from Docker's official APT repository, verifies the service with a test container, and configures the current user to run…...