A developer outlined a configuration workflow for an AI-powered integrated development environment, combining global instructions, GitHub Copilot skills for senior data engineering roles, and MCP serv…
A developer advocates replacing prompt-engineering tactics with a committed `.github/copilot-instructions.md` file that supplies Copilot with codebase-specific facts it cannot infer. The post argues r…
A developer outlined disaster recovery strategies for web applications hosted on Azure Kubernetes Service (AKS) that depend on more than 50 on-premises machine learning inference services, adapting th…
A developer spent two weekends building infra, an infrastructure-as-code tool in Lean 4 that functions like Terraform, supporting three clouds and 14 resource kinds across about 18,000 lines of code. …
Snowflake Inc. has introduced CoCo, an AI coding agent designed for data engineers working with Snowflake, which runs inference within Snowflake's security perimeter and includes native integration an…
Attackers compromised Coder's Cloudflare infrastructure and added unauthorized registry servers that delivered malicious Terraform modules containing credential-stealing code to users of registry.code…
Masterpoint engineer Veronika Gnilitska outlines a workflow that uses AI agents and MCP servers to convert AWS click-ops resources into Terraform/OpenTofu code, emphasizing human review gates and veri…
Apache's open-source data lakehouse projects released updates this week, including PyIceberg 0.12 and Parquet Java 1.18.1, while contributors debated governance boundaries across six projects. Key dis…
The U.S. Food and Drug Administration (FDA) is building HALO (Harmonized AI and Lifecycle Operations for Data), a secure, AI-ready enterprise data platform on Databricks for Government, which runs on …
Microsoft made the Azure Developer CLI (azd) extension framework generally available on August 11, introducing semver-stable interfaces, four distribution channels, MCP tool support, and a new `azd x …
Rho, a modern banking platform for startups, is hiring a Founding Senior Data Scientist/ML in Belgrade for a hybrid role, with responsibilities spanning model building and ML infrastructure. The role …
A developer at Encore rewrote his personal infrastructure to be AI-friendly by reducing Terraform complexity, replacing it with a simpler setup that lets AI agents manage deployments more reliably. Th…
A developer's agent-verification platform, AiOps Enabler, was found to be recording successes for agents that never ran due to a bug in its default onboarding path. The developer discovered that the g…
A developer built a read-only Cloudflare Worker AI security console that uses Workers AI to summarize security data without granting the model write access. The console provides workflows for natural …
AWS Professional Services has published production data on a multi-agent system that compresses infrastructure-as-code development from weeks to minutes. The system chains four specialized agents—disc…
AWS Lambda raised its per-account code storage limit from 75GB to 300GB per Region and introduced a new REFERENCE mode that lets functions point directly to S3 objects, bypassing the quota entirely, e…
AI tools like Claude are automating the lookup and boilerplate work of infrastructure engineering, moving engineers up the stack from hand-writing Helm charts and Terraform modules to directing AI-gen…
Developer Sudarshan8417 released tfdrift remediate, a new command in the open-source tfdrift CLI that uses AI to automatically generate Terraform remediation files for infrastructure drift. The tool d…
A software engineering student, 16 months from graduation, has published a detailed DevOps roadmap based on stress-testing against 2026 hiring trends. The roadmap emphasizes hands-on building over pas…
A company that built a natural-language analytics layer for its product team found that revoking LLM database access is the hardest part, as the orchestration layer holds credentials and assumes perma…