Christian Nennemann
d6beb9c0a0
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>
8.0 KiB
Deep Analysis Round 2 — Tasks #23-28
Task #23: Draft Revision Velocity
Key finding: 55% of drafts are still at revision 00 — first submission, never iterated.
Overall Stats
| Metric | Value |
|---|---|
| Total drafts | 361 |
| At rev-00 (never iterated) | 198 (54.8%) |
| At rev-03+ (actively evolving) | 64 (17.7%) |
| Average revision | 2.21 |
Iteration vs Fire-and-Forget by Org
| Org | Drafts | % at rev-00 | Avg Rev | Pattern |
|---|---|---|---|---|
| Ericsson | 9 | 11.1% | 4.8 | Iterators — almost everything gets revised |
| Sandelman Software | 7 | 14.3% | 14.3 | Deep iterators — fewer drafts, heavy revision |
| Nokia | 5 | 20.0% | 3.2 | Iterators |
| Siemens | 5 | 0.0% | 17.2 | Deepest iterators — zero fire-and-forget |
| Boeing R&T | 6 | 0.0% | 28.2 | Extreme iterators (mature, long-running drafts) |
| ZTE Corporation | 10 | 40.0% | 1.3 | Mixed |
| Telefonica | 13 | 46.2% | 1.8 | Mixed |
| 10 | 50.0% | 1.7 | Mixed | |
| China Unicom | 22 | 54.5% | 0.9 | Mostly fire-and-forget |
| China Telecom | 23 | 60.9% | 1.0 | Mostly fire-and-forget |
| Tsinghua | 16 | 62.5% | 0.4 | Fire-and-forget |
| Huawei | 57 | 64.9% | 0.6 | Fire-and-forget — 37 of 57 never revised |
| Huawei Technologies | 19 | 68.4% | 0.7 | Fire-and-forget |
| Five9 | 10 | 90.0% | 0.1 | All new (recent entrant) |
| Pengcheng Lab | 10 | 90.0% | 0.1 | All new |
Narrative insight: Western companies (Ericsson, Sandelman, Siemens, Boeing, Nokia) have dramatically lower fire-and-forget rates. They submit fewer drafts but iterate heavily. Chinese orgs submit more but ~60-65% are never revised. This is the "volume vs commitment" story — submitting a draft is cheap, iterating it signals genuine investment.
Best quotable stat: "65% of Huawei's 57 drafts have never been revised beyond their first submission."
Task #24: Safety Ratio Trend Over Time
Key finding: The safety ratio is NOT improving. It fluctuates wildly but the structural deficit persists.
| Month | Safety | Capability-only | Total | Ratio |
|---|---|---|---|---|
| 2025-07 | 2 | 3 | 5 | 1.5:1 |
| 2025-09 | 4 | 13 | 17 | 3.3:1 |
| 2025-10 | 5 | 62 | 67 | 12.4:1 |
| 2025-11 | 7 | 54 | 61 | 7.7:1 |
| 2025-12 | 3 | 13 | 16 | 4.3:1 |
| 2026-01 | 8 | 46 | 54 | 5.8:1 |
| 2026-02 | 13 | 73 | 86 | 5.6:1 |
| 2026-03 | 1 | 21 | 22 | 21:1 |
The ratio spiked to 12.4:1 during the Oct 2025 surge (IETF 121 pre-meeting rush — nearly all capability drafts). Feb 2026 shows some improvement (5.6:1) with 13 safety drafts — the best absolute month for safety. But the overall pattern is clear: safety submissions grow linearly while capability submissions grow exponentially. The gap widens during surges.
For Post 4 (THE CLIMAX): The ratio data tells a story of structural neglect, not intentional choice. Nobody is anti-safety; the incentive structure just rewards capability work. Each org's submission campaign prioritizes its core protocol proposals, and safety is nobody's core.
Task #25: RFC Foundation Divergence by Bloc
Key finding: Chinese and Western blocs build on DIFFERENT foundations.
Chinese Bloc — Top RFCs
| RFC | Cited By | Subject |
|---|---|---|
| RFC 2119 | 114 | Key words |
| RFC 8174 | 86 | Key words update |
| RFC 8259 | 11 | JSON |
| RFC 6749 | 11 | OAuth 2.0 |
| RFC 6241 | 10 | NETCONF |
| RFC 8446 | 8 | TLS 1.3 |
| RFC 8641 | 6 | YANG Push |
| RFC 8639 | 6 | Subscription to YANG Notifications |
| RFC 7950 | 5 | YANG |
| RFC 7575 | 5 | Autonomic networking |
Western Bloc — Top RFCs
| RFC | Cited By | Subject |
|---|---|---|
| RFC 2119 | 73 | Key words |
| RFC 8174 | 70 | Key words update |
| RFC 8446 | 18 | TLS 1.3 |
| RFC 5280 | 12 | X.509 PKI |
| RFC 9528 | 11 | EDHOC |
| RFC 9110 | 11 | HTTP Semantics |
| RFC 9052 | 11 | COSE |
| RFC 8949 | 9 | CBOR |
| RFC 8613 | 9 | OSCORE |
| RFC 8392 | 9 | CWT |
| RFC 6749 | 7 | OAuth 2.0 |
| RFC 7252 | 7 | CoAP |
The Divergence
| Foundation | Chinese | Western |
|---|---|---|
| Network management (YANG/NETCONF) | Strong (6241, 8639, 8641, 7950) | Absent |
| PKI/Certificates (X.509) | Absent | Strong (5280) |
| IoT security (COSE/CBOR/OSCORE/CoAP) | Absent | Strong (9052, 8949, 8613, 7252) |
| Lightweight auth (EDHOC, CWT) | Absent | Strong (9528, 8392) |
| Web APIs (HTTP) | Weak | Strong (9110) |
| OAuth 2.0 | Present (11) | Present (7) |
| TLS 1.3 | Moderate (8) | Strong (18) |
| Autonomic networking | Present (7575) | Absent |
Narrative insight: The Chinese bloc is building agent infrastructure on YANG/NETCONF — network management protocols for autonomous netops. The Western bloc is building on IoT security (COSE/CBOR/CoAP) and web infrastructure (HTTP/TLS/PKI). These are fundamentally different technology stacks. The ONLY shared foundation is OAuth 2.0, which both blocs cite at similar rates.
For Post 2: This means fragmentation goes deeper than protocol design — the two blocs are building on different technological DNA. Even if they agree on agent communication patterns, the underlying plumbing is incompatible.
Task #27: Category Co-Occurrence Matrix
Key finding: Safety IS structurally isolated from core protocol work.
Safety Co-Occurrence
| Safety co-occurs with | Drafts |
|---|---|
| Policy/governance | 26 |
| Agent identity/auth | 25 |
| A2A protocols | 12 |
| Data formats/interop | 7 |
| Human-agent interaction | 5 |
| Autonomous netops | 4 |
| ML traffic mgmt | 3 |
Safety co-occurs most with governance and identity — "paper" concerns. It co-occurs with A2A protocols only 12 times out of 136 A2A drafts (8.8%). Safety is essentially disconnected from the core protocol design work.
Strongest Co-Occurrences (Top 10)
| Category Pair | Co-occurrences |
|---|---|
| A2A + Data formats | 55 |
| A2A + Agent discovery | 40 |
| Identity + Policy | 38 |
| A2A + Identity | 35 |
| A2A + Autonomous netops | 34 |
| Discovery + Data formats | 34 |
| Identity + Data formats | 33 |
| Autonomous netops + ML traffic | 28 |
| Safety + Policy | 26 |
| Safety + Identity | 25 |
For Post 4: Safety's strongest links are to governance and identity — abstract/policy-level work. Its weakest links are to A2A (12), ML traffic (3), and autonomous netops (4) — the categories where agents actually DO things. Safety is being thought about in the abstract, not integrated into protocol design. This is the structural version of the "highways before traffic lights" metaphor.
Task #28: IETF Meeting Timing Effect
Key finding: 51.5% of all drafts were submitted in the 4-week windows before IETF 121 and 122.
| Window | Drafts | % of Total |
|---|---|---|
| Pre-IETF 119 (Feb-Mar 2024) | 1 | 0.3% |
| Pre-IETF 120 (Jun-Jul 2024) | 0 | 0.0% |
| Pre-IETF 121 (Oct-Nov 2025) | 107 | 29.6% |
| Pre-IETF 122 (Feb-Mar 2026) | 79 | 21.9% |
| All other periods | 174 | 48.2% |
Huawei's IETF 121 Campaign
| Period | Huawei Drafts |
|---|---|
| Pre-IETF 121 (4-week window) | 43 |
| All other periods combined | 26 |
62% of all Huawei drafts (43 of 69 across all entities) were submitted in the 4 weeks before IETF 121 Dublin. This is not organic growth — this is a coordinated submission campaign timed for maximum standards-body impact.
For comparison, the entire corpus had 107 drafts in that same window. Huawei alone accounted for 40% of all pre-IETF 121 submissions.
For Post 1: The growth curve isn't just organic interest — it's heavily driven by strategic submission campaigns timed to IETF meetings. The Oct-Nov 2025 spike (128 drafts in 2 months) is largely one company's coordinated push.
For Post 2: This is the strongest evidence of Huawei's strategic standards campaign. 43 drafts in 4 weeks from one organization is unprecedented in this dataset.