
Datagaps
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Datagaps makes data trustworthy โ for confident BI analytics, compliant AI models, zero-defect data migrations and data transformations at scale.
The only platform recognized by Gartner in BOTH the DataOps Tools AND Data Observability market guides, Datagaps unifies what enterprises have historically stitched together from three or more tools: ETL testing, BI validation, data quality monitoring, and test data management โ in a single platform with shared rules, lineage, and governance.
Powered by Agentic AI, the DataOps Suite auto-generates tests, self-heals with schema changes, summarizes BI report differences, and recommends smart quality rules โ so data teams spend time on decisions, not defect hunting. Outcomes delivered to 100+ enterprise customers: 500B+ Records validated across ETL & cloud pipelines 10M+ Automated test cases run with zero manual scripting 80% Faster test cycles vs. manual testing approach 60% Reduction in data errors detected before production 70% Reduction in ETL validation spend 200+ Native data source connectors
SOC 2 Type II certified. US Patented ELV architecture. Informatica Certified. Embedded LLM โ your data never leaves your environment.
Products: DataOps Suite | ETL Validator | BI Validator | Data Quality Monitor | Test Data Manager
Platforms: 200+ Integration flexibility such as Snowflake, Databricks, Azure Synapse, AWS Redshift, Power BI, Tableau, Oracle Analytics, Salesforce, Informatica, dbt
Datagaps
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All of this assumes you can actually inspect what the agent did โ the real inputs after resolution, the real tool outputs, the real intermediate steps. That is the other half of the workflow. AgentLens captures the trace: every model and tool step, resolved inputs, raw outputs. agent-eval scores and gates the output; AgentLens gives you the unforgeable, agent-didn't-author trace data for Tier 1+2 to score against... - Source: dev.to / 1 day ago
# git: the API token, plus the credential used for the push Kubectl create secret generic foreman-github \ --from-literal=GITHUB_TOKEN="$GITHUB_TOKEN" -n foreman-system Kubectl create secret generic foreman-git-credentials \ --from-literal=token="$GITHUB_TOKEN" -n foreman-system Helm upgrade foreman llmkube/foreman -n foreman-system --reuse-values \ --set agent.githubToken.secretName=foreman-github \ ... - Source: dev.to / 1 day ago
This is why eval and observability ship as a unit, not as separate purchases. agent-eval scores and gates the output โ the tiers above, drift, hallucination. AgentLens captures the trace of how the agent got there: every model step and tool call, the resolved inputs, the raw outputs, the trajectory. Two things fall out of that:. - Source: dev.to / 11 days ago
The real fragility is in trying to constrain arguments. The docs are explicit that a pattern like Bash(curl http://github.com/ *) fails to do what it looks like it does. It won't match curl -X GET http://github.com/... (option before the URL), curl https://github.com/... (different protocol), curl -L http://bit.ly/xyz (redirects to GitHub), URL=http://github.com && curl $URL (variable), or curl http://github.com... - Source: dev.to / 13 days ago
Fallback chains โ og:title โ twitter:title โ- SSRF protection โ if you fetch user-supplied URLs, you MUST block
localhost, RFC-1918 ranges, and internal hostnames, or your preview endpoint is a proxy into your own infrastructure- Caching โ you do not want to re-fetch a URL on every render
- Rate limiting โ a public...
- Source: dev.to / 15 days ago
iCEDQ - iceDQ provides the ability to test your data warehouse, data migration, big data and monitor the data for compliance.
GitLab - Create, review and deploy code together with GitLab open source git repo management software | GitLab
RightData - Automated ETL test validation
BitBucket - Bitbucket is a free code hosting site for Mercurial and Git. Manage your development with a hosted wiki, issue tracker and source code.