chopratejas--headroom/REALIGNMENT/INDEX.md

Headroom Realignment — Index

Status: Drafted 2026-05-01 from a 10-agent deep audit against ~/Downloads/llm-proxy-compression-guide.md. Owner: chopratejas Goal: Move the entire codebase to Rust, preserve prefix cache, retain compression value, integrate RTK end-to-end, and gate compression policy by auth mode (PAYG / OAuth / subscription).

Read in this order

1. 00-overview.md — executive summary; the wrong mental model; what changes
2. 01-bug-list.md — comprehensive ranked bug list with file:line and guide §
3. 02-architecture.md — the realigned target architecture
4. Phase docs (PR-by-PR, executable):
   • 03-phase-A-lockdown.md — start here: stop-the-bleeding (8 PRs, ~1 week)
   • 04-phase-B-live-zone.md — live-zone-only compression (7 PRs, ~2 weeks)
   • 05-phase-C-rust-proxy.md — port handlers to Rust (5 PRs, ~3 weeks)
   • 06-phase-D-bedrock-vertex.md — native envelopes (4 PRs, ~2 weeks)
   • 07-phase-E-cache-stabilization.md — Phase 3 stabilization (6 PRs, ~1 week)
   • 08-phase-F-auth-mode.md — auth-mode policy gates (4 PRs, ~1 week)
   • 09-phase-G-rtk-observability.md — RTK breadth + metrics (3 PRs, ~1 week)
   • 10-phase-H-python-retirement.md — delete Python proxy (3 PRs, ~2 weeks)
   • 11-phase-I-test-infra.md — test/CI gates (parallel)
5. 12-decisions-needed.md — open questions

Conventions

• Branch name: realign-<phase-letter><pr-num>-<slug>. Example: realign-A1-icm-passthrough.
• Worktree path: ~/claude-projects/headroom-worktrees/realign-<phase><num>-<slug>. Use git worktree add so each PR is an isolated checkout.
• Commit prefix: fix: for Rust-migration phase commits (per project memory — feat: would inflate semantic-release version).
• No Co-Authored-By: Claude trailer (per project memory).
• Pre-push gate: make ci-precheck per project memory; never push without it.

Phase totals

Phase	PRs	LOC delta (est.)	Calendar (sequential)
A — Lockdown	8	-200 / +400	1 week
B — Live-zone engine	7	-10,000 / +1,500	2 weeks
C — Rust proxy paths	5	-2,000 / +5,000	3 weeks
D — Bedrock/Vertex native	4	-800 / +2,500	2 weeks
E — Cache stabilization	6	-100 / +900	1 week
F — Auth-mode policy	4	-50 / +600	1 week
G — RTK + observability	3	-50 / +400	1 week
H — Python retirement	3	-15,000 / +200	2 weeks
I — Test infra	parallel	+2,000	continuous
Total	40	~-28,000 / +13,500	~13 weeks sequential, ~8 weeks parallel

Cross-cutting invariants

These never get violated by any PR:

1. Bytes that the proxy doesn't intend to modify must arrive at upstream byte-equal (SHA-256) to bytes that arrived at the proxy. (§1.9)
2. The cache hot zone — system, tools, old turns, reasoning/thinking/redacted/compaction items — is never modified. (§10)
3. Compression is append-only: only the live zone (latest user message, latest tool/function/shell/patch outputs) is ever rewritten. (§6.4 + §10.3)
4. Compression is deterministic: same input bytes → same output bytes. (§7.1)
5. Tool definitions are normalized (sorted), never compressed. (§8.5)
6. signature, encrypted_content, redacted_thinking.data, compaction.encrypted_content are passthrough-only. (§2.7, §2.8, §4.3, §4.8, §10.1)
7. TOIN never alters request-time decisions; it observes and publishes recommendations between deploys. (§7.1, §11.17)
8. CCR markers and the ccr_retrieve tool are present on every request for a session that ever did CCR — never toggled. (§6.3 #2)
9. Authorization header is forwarded byte-faithfully and never logged or persisted unredacted.
10. Auth mode (PAYG / OAuth / subscription) gates compression policy; subscription mode runs in stealth (no X-Headroom-* upstream, no beta drift, no UA mutation, no accept-encoding strip).

Preserved primitives (per user direction)

• TOIN — refactored to strict observation-only; per-tenant aggregation key.
• CCR — hardened with persistent backend + always-on tool registration.
• Kompress-base — stays as plain-text compressor (§8.6); Rust port via ort later.
• ContentRouter — the architecturally correct piece (~2150 LOC); ported to Rust as the live-zone block dispatcher.
• Type-aware compressors — SmartCrusher, Code, Log, Search, Diff (already in Rust); kept.
• signals/ Rust trait module — keeps; drives live-zone consumers.
• tokenizer/ Rust — keeps.
• safety.rs — tool-pair atomicity logic; moved to transforms/safety.rs after Phase B.

Retired (~25K LOC)

• ICM (Python intelligent_context.py, Rust context/manager.rs)
• RollingWindow, ProgressiveSummarizer, scoring.py, tool_crusher.py (Python)
• crates/headroom-core/src/scoring/, relevance/, most of context/ (Rust)
• crates/headroom-proxy/src/compression/icm.rs
• headroom/transforms/cache_aligner.py rewrite path (keep detector + warning)
• headroom/proxy/server.py, handlers/anthropic.py, handlers/openai.py, handlers/streaming.py, handlers/gemini.py, responses_converter.py, memory_handler.py, memory_tool_adapter.py, semantic_cache.py, batch.py — once Rust hits parity (Phase H)
• headroom/backends/litellm.py Bedrock/Vertex converter — replaced by native envelopes (Phase D)
• MessageScorer Rust port (PR #338, #343) — wasted work; deleted in Phase B