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Posts

Technical Deep-Dive

The Two Postgres Bugs the Tests Caught: A Real-DB Integration Test Case Study

A no-mocks testcontainers policy caught two production-fatal Postgres bugs in one test run — PG 15's schema USAGE removal and an asymmetric SELECT grant for a state-machine-driving sink.

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Technical Deep-Dive

Guidewire MCP v0.1.0: Carrier-Native Server Blueprint

How v0.1.0 of guidewire-mcp-for-claude shipped six foundation packages, five carrier-vocabulary tools, and a 30k-word blueprint in one day — read against the literature on module decomposition, audit-log integrity, and long-context attention degradation.

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Technical Deep-Dive

An Anti-Slop Framework Found Three Bugs Inside Itself on Day One

A 41-gate anti-slop framework shipped v0.1.0, then found three silent failure modes inside its own gates within hours of release.

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Technical Deep-Dive

Four production deploy gotchas: systemd, V8 JIT, tsc noEmit, Caddy

A mandy dashboard cutover surfaced four cross-layer deploy gotchas in fifteen minutes: tsc noEmit, systemd MemoryDenyWriteExecute vs V8 JIT, and two Caddy traps.

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Development Journey

Eight Deploy Iterations: Tailscale OIDC + Reusable Workflow

8 GitHub Actions iterations to land Tailscale OIDC + a cross-repo reusable workflow. P2 and P5 of VPS-as-the-Home, with the plan rewrite that held the line.

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Development Journey

Propagation Day: When the CLAUDE.md Spec Becomes the Migration Plan

Three CLAUDE.md spec entries hit critical mass on the same day across nine repos. The lesson is not the volume — it is that writing the spec first turned propagation from toil into a script run.

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AI Engineering

Forty-Four Minutes Before First Pitch: An LLM Fallback Chain and a Live Probability Gauge in One Session

Groq quota died 44 minutes before a live broadcast. The fix was a 4-tier LLM fallback chain ending in a facts-only renderer. Then we shipped JChad's Challenge in the same session.

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Architecture

The Rubric Sits On Top Of The Spec: A Schema Validator Postmortem

Postmortem on a schema validator debacle: when a stricter enterprise rubric is built on top of a permissive open spec, the rubric must be additive, never the spec's floor.

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Development Journey

Service-Layer Scrub: Removing n8n from Intent Solutions Landing

Vendor removal isn't one edit. It's a service-layer scrub across hero copy, stack comparisons, and 81 internal links—all in one PR to keep the story coherent.

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Development Journey

Three Parallel Threads: Ground Truth Checks

Three projects, one principle: stop and verify the ground truth before you commit.

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