Skip to content

marketing: add Research & Engineering blog - #51

Merged
SignalLayerLabs merged 1 commit into
mainfrom
marketing/research-engineering-blog
Aug 19, 2026
Merged

SignalLayerLabs merged 1 commit into
mainfrom
marketing/research-engineering-blog

Conversation

@SignalLayerLabs

Copy link
Copy Markdown
Owner

Summary

Adds a first-class Research & Engineering publication surface to MARGINAL.

Published articles

  • Detecting No-Progress in AI Agents Without Reading Prompts
  • Why an AI Agent Governor Should Start Powerless

Discovery

  • /blog/ editorial hub
  • Atom feed
  • homepage Blog navigation
  • homepage article discovery
  • reciprocal links from Guides and Reach pages
  • sitemap coverage with publication lastmod

Search implementation

  • unique descriptive titles and meta descriptions
  • self-referencing canonicals
  • index/follow + large image previews
  • static crawlable article content
  • BlogPosting structured data
  • BreadcrumbList structured data
  • Open Graph / Twitter article metadata
  • visible author, publication date and editorial method
  • dedicated 1:1, 4:3 and 16:9 article images
  • internal topic-cluster linking
  • no keyword-variant page farming
  • no FAQ structured-data spam
  • no fake freshness

Claim discipline

  • no universal token-savings claim
  • historical 24.93% observation remains explicitly non-causal
  • Codex remains Tool Enforcement, not Full Compute Enforcement
  • Claude Code/OpenCode capabilities are not broadened
  • pseudonymization is not presented as anonymization
  • fail-open is contextual to no-progress efficiency governance, not a universal security rule

Funnel

Search / AI discovery
→ technical article
→ Reach guide / related research
→ interactive demo
→ GitHub
→ star / issue / fork

Validation

  • Research & Engineering verifier — PASS
  • ruff format --check . — PASS
  • ruff check . — PASS
  • mypy src/marginal — PASS
  • pytest -q — PASS
  • python3 scripts/build_codex_plugin.py --check — PASS
  • python3 -m build — PASS
  • python3 -m twine check dist/* — PASS

@SignalLayerLabs
SignalLayerLabs marked this pull request as ready for review August 19, 2026 11:32
@SignalLayerLabs
SignalLayerLabs merged commit 323ba33 into main Aug 19, 2026
8 checks passed
@SignalLayerLabs
SignalLayerLabs deleted the marketing/research-engineering-blog branch August 19, 2026 11:32
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants