Capability evolution

Changelog

Sprint history and capability evolution. Not every change is meaningful enough to list — we log what's changed for an operator who returns next month.

Subscribe via RSS or skim /latest for what's new in the last 60 days.

Sprint v17

Trust loop + benchmark moat

  • Community benchmark submission system (moderated, never auto-published).
  • /choose-my-gpu — 9-input GPU recommender.
  • Trust signal badges across all benchmark surfaces.
  • /changelog + /latest return-visit feeds.
  • Proprietary normalized scoring on tools + hardware.
Sprint v16

Visual authority + backlink engine

  • 5 original SVG diagrams (CC-BY-4.0) at /resources.
  • Per-route OG cards for /workflows, /guides, /hardware, /will-it-run/custom, /compare/builds.
  • Hardware schema gains image fields.
  • /resources hub page.
  • SENTINEL v16 visual coverage card.
Sprint v15

Trust + Reddit-question authority

  • Next 14.2.18 → 14.2.35 (CVE-2025-29927 patched), Drizzle → 0.45.2.
  • Markdown sanitizer: regex → sanitize-html.
  • AdSense consent gate (GDPR/CPRA).
  • 7 Reddit-question guides shipped.
  • /workflows/private-job-search-assistant + ethics guide.
  • 28+ broken slug references repaired.
  • Branded error / not-found / loading boundaries.
Sprint v14

Operator realism + workflows

  • /workflows layer — 8 full-system blueprints.
  • /compare/builds side-by-side.
  • /systems/local-ai-{maintenance,observability,security}.
  • Workload taxonomy expanded (18 buckets).
  • Operator card primitive.
  • Benchmark maturity helpers.
Sprint v13

Custom build engine

  • /will-it-run/custom: any GPUs, OS, RAM, runtime, use case.
  • Honest effective-VRAM math for 8 topologies.
  • Runtime recommender with hard warnings.
  • 12 curated build presets.
  • Sitemap / index control: arbitrary URLs noindex.
Sprint v12

Editorial moat

  • 14 tool L1.25 enrichments + 15 hardware.
  • Quality gate tightened: 700-word floor for indexability.
  • SENTINEL density report.
Sprints v1-v11

Foundation

  • Core catalog: models, hardware, tools, benchmarks, errors, glossary.
  • Run-on pages, compatibility surfaces, /will-it-run, /compare.
  • L2 systems pages and L4 ecosystem maps. L3 stacks layer.
  • SENTINEL editorial gate, named-author requirement, structured data.
  • Drizzle schema, Neon Postgres, Vercel deploy, sitemap discipline.

Looking for what's changed in the last 60 days at the entity level — recently reviewed workflows, freshly enriched tools and hardware, newly added benchmarks? Visit /latest.