Forwarded from AI Vibe Notes
Agentic CI/CD: Kubernetes Deployment Gates with Elastic MCP Server — Elastic Observability Labs
https://www.elastic.co/observability-labs/blog/agentic-cicd-kubernetes-mcp-server
https://www.elastic.co/observability-labs/blog/agentic-cicd-kubernetes-mcp-server
www.elastic.co
Agentic CI/CD: Kubernetes Deployment Gates with Elastic MCP Server
Deploy agentic CI/CD gates with Elastic MCP Server. Integrate AI agents into GitHub Actions to monitor K8s health and improve deployment reliability via Observability (O11y)
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A command-line tool for Jira workflow management. Quickly select issues, track your current work, and generate consistent branch names.
https://github.com/tutunak/jcli
https://github.com/tutunak/jcli
GitHub
GitHub - tutunak/jcli: A command-line tool for Jira workflow management. Quickly select issues, track your current work, and generate…
A command-line tool for Jira workflow management. Quickly select issues, track your current work, and generate consistent branch names. - tutunak/jcli
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The article challenges the traditional "three pillars" of observability (metrics, logs, traces), arguing that they are insufficient for modern, distributed architectures. Through three real-world incident examples at a large financial institution, the author demonstrates that application-level telemetry often fails to reveal actual customer impact. Instead of siloed data, the author advocates for "single threads"—clear, end-to-end distributed traces of individual customer requests—enriched with business context and measured by customer-facing Service Level Objectives (SLOs).
https://www.honeycomb.io/blog/you-dont-need-three-pillars-you-need-single-threads
https://www.honeycomb.io/blog/you-dont-need-three-pillars-you-need-single-threads
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Shell Tricks That Actually Make Life Easier (And Save Your Sanity)
https://blog.hofstede.it/shell-tricks-that-actually-make-life-easier-and-save-your-sanity/
https://blog.hofstede.it/shell-tricks-that-actually-make-life-easier-and-save-your-sanity/
Larvitz Blog
Shell Tricks That Actually Make Life Easier (And Save Your Sanity)
Watch someone backspace 40 characters instead of pressing CTRL+W, and you’ll understand why this list exists. A collection of shell tricks-grouped by what works everywhere and what’s Bash/Zsh-speci...
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A vault for securely storing and accessing AWS credentials in development environments
https://github.com/ByteNess/aws-vault
https://github.com/ByteNess/aws-vault
GitHub
GitHub - ByteNess/aws-vault: A vault for securely storing and accessing AWS credentials in development environments
A vault for securely storing and accessing AWS credentials in development environments - ByteNess/aws-vault
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Tailscale had months of reliability problems and eventually traced them into SQLite itself — a bug that had existed for roughly 16 years
https://tailscale.com/blog/sqlite-wal-reset-bug
https://tailscale.com/blog/sqlite-wal-reset-bug
Tailscale
How Tailscale helped find the SQLite WAL-Reset bug
Tailscale and SQLite developers traced maddening corruption incidents to find the WAL-Reset data race, then uncovered a second stale expression index bug.
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A fast, structural YAML diff tool — in a single-dependency binary
https://github.com/szhekpisov/diffyml
https://github.com/szhekpisov/diffyml
GitHub
GitHub - szhekpisov/diffyml: A fast, structural YAML diff tool — in a single-dependency binary
A fast, structural YAML diff tool — in a single-dependency binary - szhekpisov/diffyml
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Mercado Libre runs its observability platform, O11y events, on ClickHouse Cloud to answer granular, business-level questions like why a specific payment failed.
The team built O11y events to take troubleshooting from days to minutes, with full business-flow visibility and high-cardinality filtering on identifiers like payment and user IDs.
Migrating to ClickHouse Cloud increased query performance by 50x and delivered up to 89% data compression, enabling them to scale from 7 million spans per minute to 400 million and growing in ClickHouse.
https://clickhouse.com/blog/mercado-libre-observability-on-clickhouse-cloud
The team built O11y events to take troubleshooting from days to minutes, with full business-flow visibility and high-cardinality filtering on identifiers like payment and user IDs.
Migrating to ClickHouse Cloud increased query performance by 50x and delivered up to 89% data compression, enabling them to scale from 7 million spans per minute to 400 million and growing in ClickHouse.
https://clickhouse.com/blog/mercado-libre-observability-on-clickhouse-cloud
ClickHouse
How Mercado Libre rebuilt its observability platform on ClickHouse Cloud with 50x faster trace queries | ClickHouse
How Mercado Libre rebuilt its observability platform on ClickHouse Cloud, cutting trace query times from over five minutes to about four seconds (a 50x speedup) with up to 89% compression while ingesting 400 million spans per minute.
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