An SRE engineer cut 3 hours of weekly toil to 20 minutes using Claude Code, a terminal-native AI agent from Anthropic that executes shell commands, reads files, and edits configs with user approval. T…
Claude Code can automate infrastructure deployment from scratch, reducing deployment time from two hours to 15 minutes through iterative prompting, according to a technical walkthrough. The workflow r…
A developer details building a monorepository of Terraform modules on GitLab to consolidate best practices like testing, versioning, and self-service infrastructure while eliminating friction from man…
Deepgram has integrated with AWS IAM Temporary Delegation to grant partners scoped, time-limited, customer-approved access to specific resources, reducing the time for initial investigation on a SageM…
AI agents for DevOps should be treated as planners, not executors, to prevent catastrophic errors from natural-language commands, according to a proposed governance-first architecture. The approach se…
AWS DevOps Agent, an AI-powered operational service for investigating production incidents, can be deployed using Terraform. The service correlates telemetry and infrastructure changes to identify roo…
Capstone: Compose Your Skill Library, a course module from Agentic AI, instructs learners to combine three of eight previously built skill packs into a single higher-order agent, such as an infrastruc…
Sysdig's Terraform Skill Pack introduces two skills for agentic AI: terraform-plan-review flags destructive resource replacements in Terraform plans, and terraform-drift-detect surfaces infrastructure…
A free, ATS-friendly DevOps Engineer cover letter sample is now available, featuring an AI generator that personalizes the letter based on a job description. The sample highlights key achievements suc…
Network engineers can now teach AI agents their specific workflows using agent skills, a new capability that lets users define repeatable tasks in a SKILL.md file without writing code. The skills, whi…
PHPverse 2026, a five-hour live stream on June 9, drew over 2,600 concurrent viewers and 15,000 total views, with 10,206 live chat comments. Key takeaways from the event included the rise of AI agents…
A developer built a 'gatekeeper' pattern to prevent AI agents from executing destructive SQL commands on live databases, after an LLM tried to drop a table on an ADX cluster. The approach enforces a h…
A developer analysis of 1,000 job postings reveals that becoming a Forward Deployed Engineer in 2026 requires production AI fluency, a portfolio proving agent deployment, and passing an interview loop…
OpenAI has released an official Terraform provider that enables management of organization-level resources such as projects, users, groups, roles, service accounts, certificates, rate limits, spend al…
A production-grade template for multi-agent LangGraph systems has been released on GitHub by developer brescou. The template includes a hardened FastAPI API, domain packs, Helm and Terraform stubs, CI…
TormentNexus' AI skill registry has surpassed 5,776 reusable modules, with top categories including code review, Terraform generation, and database migrations. The code review skill family alone compr…
A developer tested AI tools in Kubernetes workflows and found K8sGPT effective for cluster issue explanation, AI-assisted incident triage useful for log/metric correlation, and natural language infra …
A developer reflected on their second week of learning to use AI tools for coding and infrastructure, shifting from prompt engineering to infrastructure orchestration. They explored Claude Code, Skill…
A developer advocates for a read-only approach to using AI in Site Reliability Engineering (SRE), arguing that AI provides the most value by helping engineers understand production incidents faster wi…
SigNoz released a redesigned Dashboards V2 API with a new JSON/Terraform schema, partial PATCH updates, key-value tags, personal pins, and enhanced panel styling. The update, rolling out July 27, is b…