Show HN: The Two Pillars – A conceptual framework for post-AI software work
The paper discusses the evolving landscape of software production in the age of generative AI. It introduces two key concepts: Mixer Mode, which redefines human roles in software development, and Meta-Software, which focuses on the governance of machine-generated code. The authors argue that these two pillars are interdependent and essential for the future of software work.
- ▪The production of software is shifting away from the human capacity to write code as generative AI takes over.
- ▪Mixer Mode describes a new human role where practitioners manage multiple axes of judgment simultaneously.
- ▪Meta-Software refers to the need for systems that can observe and govern the code produced by machines.
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | Zenodo |
| Canonical URL | https://zenodo.org/records/20371166 |
| Publication time | Thu, 28 May 2026 02:39:26 +0000 |
| Retrieval time | 2026-05-28T02:53:07.673Z |
| Last seen | 2026-05-28T02:53:07.673Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | jRBK_ZHx6yJQ |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
Published May 25, 2026 | Version v1 Preprint Open The Two Pillars: Mixer Mode and Meta-Software in the Reorganization of Software Work After AI Authors/Creators Labbé, Ramón Description For seventy years the production of software was organized around one binding constraint: the human capacity to write correct code. Generative artificial intelligence is dissolving that constraint. This paper takes a single deflationary observation as its starting point — the production of code is ceasing to be the dominant problem in software-producing organizations — and argues that two structural consequences follow from it with a force approaching logical necessity.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Zenodo.