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Development Journey

Two Products Bootstrapped from Zero to Release in One Day

git-with-intent v0.2.0 through 7 phases, IntentVision from init to v0.1.0 across 11 phases, plus project-template and nixtla commits. Two products shipped from empty repos.

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Building a Complete React Native Mobile App in One Session: 17,620 Lines of Production Code

How I built a complete React Native mobile app with Firebase auth, Firestore CRUD, and App Store deployment configuration in a single working session - and the architectural patterns that made it possible.

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Technical Deep-Dive

Python Class Identity Mismatch: The CI Bug That Broke 9 PRs

How a subtle Python import path difference caused isinstance() to fail on perfectly valid objects, and the systematic approach to diagnose and fix it.

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Designing a Local-First Resume Parser: Architecture Decisions for Edge AI

Documenting the architecture decisions for Resume Realtime - a planned Chrome extension for local resume parsing. This post covers the technical choices made before writing production code.

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How to Get Your ADK Agent into Google's Official Community Showcase

A tactical breakdown of contributing to Google's agent-starter-pack repository and getting recognized as a production-grade ADK reference implementation.

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Development Journey

BigQuery Integration, 23 Skills at L4 Quality: Nixtla v1.8.0

3-plugin workflow integration with E2E testing, 23 skills at 100% L4 quality, Anthropic API swap, SerpAPI removal, and doc archival — Nixtla reaches production parity.

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Development Journey

Security Hardening and Docs Redesign: Nixtla v1.7.0

Skills security hardening, 16 broken links fixed from directory reorg, plugin guides for all 3 production plugins, PLUGIN_TREE.md, and a 'no hype, facts only' README redesign — Nixtla v1.7.0.

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Technical Deep-Dive

21 Skills and a Production Validator: Nixtla v1.6.0

66 commits in one day: extracted embedded Python from 8+ skills, built a production SKILL.md validator with 14 critical fixes, audited skills through 3 spec versions, and shipped the TimeGPT lab phases 03-06.

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Development Journey

CI Cost Optimization and Code Quality Enforcement: Nixtla v1.5.0

Tiered CI approach cutting costs 90%, Black/isort/flake8 enforcement, secrets scanning fixes, YAML parsing bugfix, and Doc-Filing v3 restructure — Nixtla v1.5.0.

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Technical Deep-Dive

Gemini PR Reviews and Four Releases in One Day

Debugging Gemini model fallbacks from 3 to 2.5 Pro to Vertex AI for automated PR reviews, shipping 4 releases (v1.3.0 through v1.4.1), and creating the master Claude Skills specification.

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