New
What does your model evaluation pipeline actually look like in production?
Offline evals, golden sets, LLM-as-judge, human review: what are you running before a model or prompt change ships, and what has caught real regressions?
Topic
CI/CD and GitOps
122 stories in the last 90 days · 2 community threads
In short
CI/CD covers the pipelines that build, test and deploy software automatically whenever code changes, and GitOps extends the idea by treating a Git repository as the record of what should be running. For buyers, pipeline speed, the security of the build itself, the cost of build minutes and how hard it would be to move pipelines elsewhere are the deciding factors.
Written by Techarda editors · Updated · How we work
Latest stories
The newest CI/CD and GitOps stories from the last 90 days. Each one opens with our summary and a link to the original source.
Containers & KubernetesHow-to
How to Use Python UDF Logging for Pipeline Observability
We are announcing a new logging feature that is now available in Python User-Defined Function (UDF) in BigQuery. Developers can now use Python’s standard logging library directly inside BigQuery UDFs to emit structured logs seamlessly into Cloud Logging, with zero external plugins or custom connectors required. While UDF logging enables a wide range of operational monitoring and debugging…
Data & Analytics
How Snowflake Built an Agent to Fix Broken Data Pipelines
Snowflake's data team built an AI agent that diagnoses monitored pipeline failure and opens a proposed fix in under 16 minutes. Here's how.
Security
Supply Chain Zero Days: Closing the Gap Between Publication and Detection
When trusted packages are compromised, malicious code can quickly spread throughout and beyond developer environments. See how Wiz’s supply chain pipeline identifies compromised packages at publication, helping teams detect zero-day supply chain compromises in Wiz Defend before a CVE is published
Security
Loud, Fast, and Everywhere: Anatomy of a Real AI-Driven Cloud Attack
Wiz CIRT responded to AI-driven attacks spanning cloud, Kubernetes, CI/CD, and identity. Learn how these attacks behave and how to detect them.
Containers & Kubernetes
5-minute demo: DevSecOps with Red Hat OpenShift to speed up application delivery
If you're a platform engineer, you've likely lived this: your team has assembled a toolchain for CI/CD, monitoring, security scanning, GitOps, and networking. Each tool does its specific job well, but over time, you realize you’re spending more hours maintaining the integrations between those tools than helping developers ship code. That's the real cost of tool sprawl. Yes, it’s increased…
DevOps & Platform Engineering
Three developer tasks worth handing to an agent
You already have an AI assistant. It completes your code, explains code you didn’t write, and maybe even drafts a whole feature while you sip your coffee. An agent on GitLab picks up where your editor stops. The AI in your editor only knows what's open in your editor. It doesn't know that your merge request has been sitting in the queue for two days, or that your pipeline failed for the third…
DevOps & Platform Engineering
Running a Green CI Pipeline Isn't the Hard Part Anymore
AI-assisted coding is changing CI pipelines. Learn how Harness CI uses Cache, Build and Test Intelligence to reduce redundant work and speed up builds. | Blog
Security
Rapid7 Analysis: GitLab CI/CD Regex Integer Overflow (CVE-2026-97229)
Overview On October 12, 2026, GitLab released 19.4.2 , 19.3.5 , and 19.2.8 to fix CVE-2026-97229 , an integer overflow in its CI/CD regular-expression handling. The issue was reported through HackerOne by joaxcar . GitLab assigned it a CVSS score of 10.0 and described possible code execution by an unauthenticated user. The advisory states that CVE-2026-97229 affects GitLab CE and EE from 19.2…
Earlier in the last 90 days
- Stripe Data Pipeline now syncs real-time Stripe data to Lakebase PostgresDatabricks · 16 Oct 2026
- AWS Lambda Durable Execution SDK for Go is now generally availableAmazon Web Services · 16 Oct 2026
- Data Mirroring Is GA: Replicate Postgres Data to Snowflake in SecondsSnowflake · 15 Oct 2026
- Sync real-time Stripe data to Supabase with Stripe Data PipelineSupabase · 15 Oct 2026
- Pulumi ESC now issues OIDC tokens for any servicePulumi · 15 Oct 2026
- GitLab Secrets Manager: Govern secrets like your codeGitLab · 15 Oct 2026
- Amazon CloudWatch announces log routing and chained log parsersAmazon Web Services · 15 Oct 2026
- CloudBees Adds Native GitHub Actions SupportCloudBees · 15 Oct 2026
- Boost Your Pipeline: Top 6 CI/CD Integrations for QodanaJetBrains · 14 Oct 2026
- 5 Considerations for Upleveling Your Real-World Data and Evidence StrategySnowflake · 14 Oct 2026
- Rewinding the exponential: How we keep hardware usage downCloudflare · 14 Oct 2026
- More value as you scale with Fivetran Activations | Fivetran | BlogFivetran · 14 Oct 2026
- CVE-2026-97229: Critical Unauthenticated Remote Code Execution in GitLabRapid7 · 13 Oct 2026
- CI/CD Pipeline Observability Tools: How to Choose the Right SetupJetBrains · 13 Oct 2026
- Governed Software Factory: Harness & CosmosHarness · 13 Oct 2026
- GitLab's agent orchestration eliminates the wait between development stagesGitLab · 13 Oct 2026
- Workday and Snowflake Zero-Copy Integration Now AvailableSnowflake · 13 Oct 2026
- Agentic data science with the Data Agent KitGoogle Cloud · 13 Oct 2026
- Introducing Semantic Studio: The Semantic View IDESnowflake · 13 Oct 2026
- AWS Secrets Manager adds managed external secrets support for Databricks and TwilioAmazon Web Services · 12 Oct 2026
- When red doesn’t mean broken, your pipeline stops meaning anythingCloudBees · 11 Oct 2026
- CloudBees High Availability Solutions for Scalable CI/CDCloudBees · 11 Oct 2026
- Best GitLab Alternatives for Enterprise Teams (2026)CloudBees · 11 Oct 2026
- dbt now supports Amazon Redshift data sharing, and your pipelines just got a lot fasterdbt Labs · 10 Oct 2026
- How iSAM Funds built an options research platform for a 10,000x data problem with ClickHouse CloudClickHouse · 10 Oct 2026
- Introducing Clef-omni with full multimodality, plus a faster Clef and a cheaper Clef-flashCloudflare · 10 Oct 2026
- Modernizing Unstructured Data Workflows: Alteryx Live Query meets Google Cloud BigQueryGoogle Cloud · 10 Oct 2026
- Admin in the Loop: Firewalls and the Agentic SOCCisco · 9 Oct 2026
- Harness CI Pipeline Tutorial: Build and Push to DockerHarness · 9 Oct 2026
- Manage your OpenTelemetry Collectors with Fleet Management in Grafana CloudGrafana Labs · 9 Oct 2026
- New Report: The State of CI/CD in 2026JetBrains · 8 Oct 2026
- MLOps at the edge: Running AI models at the edgeRed Hat · 8 Oct 2026
- MLOps at the edge: Running AI models at the edgeRed Hat · 8 Oct 2026
- How to Repoint dbt ETL Pipelines to DatabricksDatabricks · 7 Oct 2026
- Ship faster, improve reliability, and control CI costs with Datadog CI/CD OptimizationDatadog · 6 Oct 2026
- Dependency Firewall: Block risky packages before the buildGitLab · 6 Oct 2026
- AWS Continuum for Penetration Testing now supports continuous penetration testing integrated directly into your CI/CD pipelineAmazon Web Services · 6 Oct 2026
- How we cut integration sync time by splitting the pipelinePort · 5 Oct 2026
- Process and route critical security logs to Exabeam with Observability PipelinesDatadog · 5 Oct 2026
- Machine Learning Pipeline Architecture: Components and Control PointsLaunchDarkly · 4 Oct 2026
- Feature Engineering in Machine Learning: Concepts & WorkflowLaunchDarkly · 3 Oct 2026
- Streamline: custom video pipelines with Cloudflare Stream and WorkersCloudflare · 3 Oct 2026
- What Is GitOps? Principles, Benefits, and How It WorksCoralogix · 3 Oct 2026
- The 8 best Pipedrive alternatives in 2026Zapier · 2 Oct 2026
- Get Ship Done: Everything Harness Shipped in September 2026Harness · 2 Oct 2026
- Android™ belongs in your CI/CD pipelineCanonical · 1 Oct 2026
- Monitor warehouse data quality beyond pipeline healthDatadog · 1 Oct 2026
- Aurora PostgreSQL now supports querying of Apache Iceberg and Parquet dataAmazon Web Services · 1 Oct 2026
- Securing the Kubernetes Supply Chain: Introducing WizOS Helm ChartsWiz · 1 Oct 2026
- Inside the Pipeline Turning Clinical Reports into Structured DataDell Technologies · 1 Oct 2026
- AWS Deadline Cloud now supports expressions in job templatesAmazon Web Services · 30 Sept 2026
- CloudBees vs GitHub Actions: Choosing a CI/CD Platform for Your BusinessCloudBees · 30 Sept 2026
Showing the newest 60 of 122. The feed archive lists every story by month.
What practitioners are discussing
Stories say what companies announced. These threads are where people who work with CI/CD and GitOps compare notes.
New
How are you controlling observability costs without losing visibility?
Sampling, tiered retention, OpenTelemetry pipelines, switching vendors? What cut the bill the most?
Companies in these stories
The active companies with the most CI/CD and GitOps stories in the last 90 days. It counts news coverage, not quality, market share or fit for your needs.
Related categories
Where CI/CD and GitOps sits among the categories Techarda covers. Each hub shows who is active, and each guide sets out how to evaluate vendors.
Terms to know
Plain definitions of terms that come up in CI/CD and GitOps stories, from the Techarda glossary.
Frequently asked questions
What is the difference between continuous delivery and continuous deployment?
With continuous delivery every change is ready to release and a person decides when. With continuous deployment every change that passes the pipeline goes to production automatically.
What is GitOps?
An approach where the desired state of systems is declared in a Git repository and an agent keeps the running environment in line with it. Changes go through reviewed commits, which gives an audit trail and a simple rollback.
Why is the build pipeline a security concern?
Pipelines hold credentials and can change production, so an attacker who compromises one can ship malicious code under your name. Short-lived credentials, signed build artefacts and locked-down build runners reduce that risk.
Stories are filed under topics automatically from their headline and summary, so the odd one may sit in the wrong place. Spotted one, or a topic we should add? Email engage@techarda.com. All topics.