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ietf-draft-analyzer/data/reports/blog-series/data/06-big-picture-data.md
Christian Nennemann d6beb9c0a0 v0.3.0: Gap-to-Draft pipeline, Living Standards Observatory, blog series
Gap-to-Draft Pipeline (ietf pipeline):
- Context builder assembles ideas, RFC foundations, similar drafts, ecosystem vision
- Generator produces outlines + sections using rich context with Claude
- Quality gates: novelty (embedding similarity), references, format, self-rating
- Family coordinator generates 5-draft ecosystem (AEM/ATD/HITL/AEPB/APAE)
- I-D formatter with proper headers, references, 72-char wrapping

Living Standards Observatory (ietf observatory):
- Source abstraction with IETF + W3C fetchers
- 7-step update pipeline: snapshot, fetch, analyze, embed, ideas, gaps, record
- Static GitHub Pages dashboard (explorer, gap tracker, timeline)
- Weekly CI/CD automation via GitHub Actions

Also includes:
- 361 drafts (expanded from 260 with 6 new keywords), 403 authors, 1,262 ideas, 12 gaps
- Blog series (8 posts planned), reports, arXiv paper figures
- Agent team infrastructure (CLAUDE.md, scripts, dev journal)
- 5 new DB tables, schema migration, ~15 new query methods

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-04 00:48:57 +01:00

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Markdown

# Data Package: Post 6 — Drawing the Big Picture
## Synthesis Numbers
- **361 drafts, 557 authors, 230 orgs, 1,780 ideas, 12 gaps**
- **136 A2A protocols** with no interoperability layer
- **121 identity/auth drafts** building on OAuth 2.0 (RFC 6749, cited by 36 drafts)
- **45 safety drafts** vs **316 capability drafts** = 7:1 ratio
- **36 WG-adopted drafts** (10%) — 19 in security WGs, 2 in aipref
## The Foundation Layer (RFC Cross-References)
The ecosystem is built on:
1. **OAuth 2.0** (RFC 6749, 36 citations) — the auth foundation
2. **TLS 1.3** (RFC 8446, 42 citations) — the security transport
3. **HTTP Semantics** (RFC 9110, 34 citations) — the API layer
4. **JWT** (RFC 7519, 22 citations) — token format
5. **X.509 PKI** (RFC 5280, 22 citations) — identity certificates
6. **COSE** (RFC 9052, 20 citations) — constrained object signing
7. **CBOR** (RFC 8949, 19 citations) — binary data format
8. **QUIC** (RFC 9000, 16 citations) — transport
This reveals the DNA: the agent ecosystem is being built on web + IoT foundations. OAuth + JWT + TLS for the web side, COSE + CBOR for the constrained/IoT side.
## WG Adoption as Traction Signal
| Category | WG Drafts | Individual Drafts | WG % |
|----------|-----------|-------------------|------|
| Security/Crypto (lamps, lake, tls, emu, ace) | 19 | - | 53% of WG |
| Agent-specific (aipref) | 2 | - | 6% of WG |
| Other (httpbis, anima, suit, etc.) | 15 | - | 42% of WG |
**Key insight**: The IETF is not building new agent WGs — it's retrofitting existing security WGs for agents. This is actually good: it builds on proven foundations.
## Five Proposed Ecosystem Drafts (from Architect)
These address the gaps:
1. **AEM** (Agent Execution Model) — DAG-based orchestration
2. **ATD** (Agent Trust and Delegation) — builds on SPIFFE/WIMSE
3. **HITL** (Human-in-the-Loop) — override protocols
4. **AEPB** (Agent Ecosystem Profile for Business) — assurance profiles
5. **APAE** (Agent Protocol Adaptation and Exchange) — interop layer
## Predictions Data Support
1. **WG consolidation is likely**: Multiple competing approaches in auth (14+ OAuth drafts) creates pressure for WG adoption
2. **Safety will lag**: Only 10% of WG drafts address safety; the structural bias toward capability continues
3. **Chinese institutional advantage**: 152 drafts from Chinese orgs, coordinated (Huawei bloc: 94% cohesion); Western response is fragmented and late
4. **The interop layer is the bottleneck**: 136 A2A drafts, no interop = the single biggest structural problem
## Two Equilibria (from Architect's Vision Document)
- **Microservices chaos**: If fragmentation persists and safety ratio holds, the agent ecosystem becomes like early microservices — technically possible but operationally painful, with each deployment requiring custom integration
- **Layered web architecture**: If WGs consolidate fragmentation and the safety ratio narrows, the ecosystem converges on a layered architecture like the web (transport -> session -> identity -> application)
The 8:1 safety ratio is the leading indicator. If it narrows toward 4:1 or better, the good equilibrium is achievable.
## Builder Guidance Data
For the "What to Do" section:
1. **Watch ECT** (Ephemeral Credential Trust) — bridges SPIFFE-WIMSE, already WG-tracked
2. **Build HITL now** — only 30 drafts in this space; early movers define the patterns
3. **Design for protocol translation** — the 136-protocol zoo means any production system needs translation layers
4. **Invest in error recovery** — zero explicit drafts on agent error recovery; this is a field-defining opportunity
5. **Participate in IETF** — only 10% of drafts are WG-adopted; there's room for new contributors to shape outcomes