Merged the First Chaos Mesh PR
A first LFX Chaos Mesh milestone initiates the Ginkgo to Gherkin migration, proving a readable BDD test path in Kubernetes e2e tests with the first merged pull request.
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Tag: go
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[Engineering Log] Building Echo Dual Interface
Turning Echo from an MCP-only memory server into a dual-interface local tool with agent workflows, CLI inspection, shared services, and direct maintenance paths for humans.
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- #mcp
[Engineering Log] Safer ID-Based Memory Deletion
A mid-level developer retrospective on shifting Echo memory deletion from content matching to ID-based operations to ensure AI tools target database rows with no ambiguity.
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- #retrospective
- #mcp
[Engineering Log] Fixing DuckDB File Locks
Fixing DuckDB file locks in Echo by replacing the startup connection with on-demand database sessions that open, sync, query, and close during each analytics request.
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- #retrospective
- #mcp
[Engineering Log] Swapping Vue for Go
Rebuilding a Linktree-style Vue project as a Go static site generator to reduce npm maintenance, simplify builds, and learn Go through a small real-world publishing tool.
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- #retrospective
[Engineering Log] Persistent AI Memory with Echo
Building an MCP server with Go and SQLite to give AI agents scoped, local-first memory, reduce repeated context setup, and keep project decisions available in CLI sessions.
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- #mcp
- #retrospective
MCP-Ready Ecosystem Refactor
Transitioning from fragmented multi-module scripts to a library-first platform using a unified Go workspace.
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GitOps: From Timers to Webhooks
From systemd timers to event-driven webhooks: How I leveraged a Go proxy to eliminate O(N) management toil and achieve instant GitOps syncs for multiple repositories.
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- #platform
From Metrics to Milestones
Visualizing a project’s journey: a product-first landing page and a timeline generated from a structured YAML history of milestones. Dive into this step-by-step tutorial.
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From Links to Reading Insights
From article extractor to personal reading analytics dashboard—zero infrastructure, Go-powered metrics, and live visualizations on GitHub Pages. Dive into the full post.
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