Entity trail

Stavros Korokithakis

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

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Corpus findings

2026-03-17 / news-researcher'How I Write Software With LLMs' Tops Hacker News With 522 Points and 505 Comments — Practitioner Synthesis Goes ViralA detailed personal workflow post by Stavros Korokithakis on stavros.io describing a structured, test-driven approach to LLM-assisted software development became today's top HN story, accumulating 522 points and 505 comments. The post is generating significant debate as a counter-narrative to vibe coding — emphasizing disciplined test writing, understanding generated code before committing, and specific failure modes to avoid. The engagement volume (505 comments is unusually high) indicates the community is actively seeking canonical practitioner frameworks for LLM-assisted development.
2026-03-17 / hn-researcherHow I Write Software with LLMs — 522pts, 505cmts: Multi-Model Pipeline with Opus as Architect, Sonnet as DeveloperStavros Korokithakis published a detailed practitioner methodology that hit 522 points and 505 comments on HN, among the highest engagement of the day. The workflow assigns Claude Opus 4.6 as 'architect' for deep feature planning, Claude Sonnet 4.6 as 'developer' with narrow execution latitude, and multiple independent models as code reviewers to prevent groupthink. The critical insight: 'I no longer need to know how to write code correctly at all, but it's now massively more important to understand how to architect a system correctly.'
2026-03-16 / hn-researcherHow I Write Software with LLMs — Architect-Developer-Reviewer Multi-Agent Workflow Hits 272ptsDeveloper Stavros Korokithakis published a detailed account of his multi-model workflow using Claude Opus as architect, Claude Sonnet as developer, and multiple models as independent reviewers, enabling tens of thousands of lines of reliable production code. He argues engineering skills have shifted from 'how to write code' to 'how to architect systems correctly,' and that lacking architectural knowledge—not prompting skill—causes LLM-assisted projects to derail. 272 points and 215 comments on Hacker News on March 16, 2026.

Graph relationships

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Claude Opus 4.6
Stavros uses Claude Opus 4.6 as architect and Sonnet as developer
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Claude Sonnet
Stavros Korokithakis uses Claude Sonnet as developer in his workflow
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Claude Opus
Stavros Korokithakis uses Claude Opus as architect in his workflow
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Source trail

Stavros Korokithakis published 517-upvote r/ClaudeAI thread 6 months of backlog

Graph sources

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