[BlivionIaG]

Head b833c605a integrates main at b17fb507a, without a force-push. All nine fresh CI checks pass; GitHub reports clean/mergeable. Standalone fixes are ready for maintainer re-review; approval remains required. No downstream DSpark performance qualification is claimed.

Scope and reservation composition

Opt-in external-drafter chain pricing, addressing the maintainer request and #1621:

• Historical verified grant/slack bounds candidates; fresh verify rows are reserved before proposing, retaining the drafter's own cached chances.
• Apply the padded-pass cap and hold-price filter to the reserved prefix. Neither filter increases a reservation. Fresh zero rows never receive a hold; an existing historical-zero probe survives only with positive fresh rows.
• Zero-depth lanes still absorb contiguous context with propose=false, preserving later holds. Copy lookup occurs once per reservation decision and probes advance once per round.
• limit_shared_drafts keeps main's legacy limits. Opt-in granted_depth gets its own bounds even when legacy limiting is disabled for chance/confidence heads. Original verified grant fields are not replaced by reservations.
• Observed fixed overhead subtracts the same priced padded hold pass, not a linear head-step estimate. This removes a reproduced false-profitability case while retaining genuinely profitable holds.

The rejected #1379/#1382 guards remain absent. No stream-count cutoff, new feature flag, changed feature default, family adapter change or GPU kernel change is introduced here.

Verification on the frozen code

• Shared lanes: 300/300, including the nine reservation-composition regressions and the new nonlinear observer case. The added case fails before its fix (299 pass / one fail).
• Separate native public-API scenarios fail with UnpaidHold before and pass after; unpaid holds are suppressed and a profitable control remains. Exact native output/source identities.
• Native build/scoped checks: 93 native pass / 3 skip, 48 family head-cost, 11 draft-host. The unchanged core suite may be served from Zig's verified dependency cache in a combined build; the 300-case correction run executed separately.
• Actual native M4 Pro smoke at this exact source: 16 cells, 34 oracle pairs, zero failures; code/chat, greedy/sampled, 1/4/8/16 streams, 64-token replies, context4096, parallel16, no external drafter. Same-head normal, explicit draft:false, solo and concurrent token hashes agree; graceful exit0. This is functional smoke, not the 512-token DSpark matrix. Binary SHA-256: 6c28a9f29ebed65305884117b93c892270c136b33f445df78e9b3ed7912f5c5f.
• Pinned main-b17 lean comparison: 424 inherited / 424 branch, zero new. Formatting passes; no CI gate was weakened.

Reservation composition and observer explanation.

Historical evidence and downstream gate

Existing M5, long-context, cancellation and load-memory receipts retain their original source/device scope. Older cb036e00f/ac9b86869 comparative smokes are not relabeled as runs of this head. No new M5 measurement was made here.

The new maintainer M5 rerun still fails every4-/8-stream cell on its stated DSpark candidate. The downstream chain remains blocked on the full same-head no-drafter/BF16/8-bit, code/chat, greedy/sampled, 1/4/8/16-stream, 512-token matrix with token equality and no slowdown. No older “1–2% tradeoff” exception is claimed.

Part of #1374. No PR merge or force-push was performed.

[ashhart]

Thanks @BlivionIaG. Its own chain/grant/hold pricing is opt-in and fine, but it inherits #1379's `timed = false` and plain-stretch issues. This stack also needs alternating A/B on current main for every family the shared lane core serves.

[BlivionIaG]

Thanks @ashhart. The #1379 timed = false fix is merged into this branch (91b0cf2a5). The plain-stretch question is in #1374, Question 1. Chances head against main, M4 Pro, LFM2 4 streams, 4 alternated rounds: within 0.5% of main, tokens equal.

[ashhart]

Thanks @BlivionIaG. The pricing here is the lane work we want: the window allocator taking each stream's verify rows
from the drafter's own chain chances, the next hold following the grant, copy_first, and payHolds weighing the hold
pass against the expected tokens. It is per-round pricing in the lane core, and it is off for every other family.

What blocks it is its base. The branch sits on #1379, which we are not taking (see there), and it reaches into the
guard (Guard.draftsFresh, and the guarded budgets in engine.zig). Please rebase your two commits onto current main
(b30d5b9d3) without #1379: drop draftsFresh and the guard branch, and keep granted_depth, chances,
copy_first and hold_costs.

Smaller points:

• hold_price.atDepth says it interpolates between the two nearest timed depths, but it takes the two smallest.
  DSpark times two depths per stream count, so nothing is wrong today; please pick the two depths around depth, or
  say "the two smallest" in the comment.
• payHolds allocates its order array from r.gpa on every shared round; a fixed buffer on the Rule (at most
  batch_rows entries) would avoid it.
• On a device, please report how often holds are kept at 4, 8 and 16 streams with the DSpark drafter, and drafted
  against plain tok/s at each. Where pricing keeps few holds, the drafter is not paying at that width, and that is the
  next thing to work on.

The A/B in the description ran on main 8c36359d5; we will repeat it on current main after the rebase.

[ashhart]

Thanks again @BlivionIaG. Just checking in on this one. The pricing is the part we want (chain chances pricing the verify rows, granted_depth with its slack, copy_first, and hold_costs), but the branch still carries the shared-round guard from #1379, which we closed. Could you rebase your two commits ("an external drafter's chain chances price verify rows" and "a drafter whose hold is a pass of its own") onto current main (d33dcfc) without the guard? In practice that means dropping Guard.draftsFresh, shared_guard.zig, the guarded budget branch in engine.zig, and the "a drafted stretch starts from a grant of one" step, and keeping granted_depth, chances, confidence_floor, slack, copy_first and hold_costs, all off by default as they are now. Main has also taken #1378 and #1380 since your base, so drafted.zig and drafter.zig will need a light merge.

The two smaller points from before still apply: hold_price.atDepth should interpolate between the two timed depths around depth (or the comment should say it uses the two smallest), and payHolds could use a fixed buffer of at most batch_rows entries on the Rule instead of allocating each shared round. Once it is rebased we will rerun the A/B on current main ourselves. On your side, a short table would help: how often holds are kept at 4, 8 and 16 streams with the DSpark drafter, and drafted against plain tok/s at each.

[BlivionIaG]

@ashhart Addressed your latest checklist. The branch is rebuilt on d33dcfc76, with the two pricing changes kept and the rejected guard ancestry excluded. There is no shared_guard.zig, Guard.draftsFresh, guarded budget branch, or drafted-stretch initialization; granted_depth, chances, confidence_floor, slack, copy_first and hold_costs remain opt-in.

hold_price.atDepth now uses the adjacent measured depths (the regression fails on the old head: 24 ms instead of 17.5 ms). Rule reuses an order buffer bounded by batch_rows, with a regression that refuses further allocations. A granted-depth decision also queries a stateful copy proposer only once. Code is 745fe1088; head 81e073a2b adds the receipts.

Host checks: 57/57 steps and 290/290 tests; default build 236/236 steps; formatting/whitespace pass; lean 425 on both main and the branch, zero new. The M5 report has 72 alternating throughput cells and six separate diagnostic batches, with matching tokens and explicit draft:false oracles. Standalone/no-external-drafter throughput differs from current main by -0.21% to +0.06%.

DSpark needs the downstream adapter, so the following are explicitly #1394 integration results on that same main. Its six pricing source files match the standalone PR byte-for-byte; throughput runs use no diagnostic logging. Rates are median aggregate tokens/s over four rotations:

Prompt	Streams	Main	DSpark integration	Holds kept/offered	Kept/budget slots
Code	4	651.92	640.37	12/742	1.35%
Code	8	830.98	815.77	28/1226	1.53%
Code	16	831.29	888.75	374/1891	11.48%
Prose	4	623.40	616.75	0/960	0%
Prose	8	804.91	795.60	40/40	1.99%
Prose	16	799.75	873.10	225/3260	5.90%

“Offered” means positive budgets entering payHolds; budget slots include zero-budget streams in calls reaching that path, including tail rounds. Rounds that never reach pricing are not in that denominator. Holds are indeed sparse at four/eight streams, where the integration loses 1.07–1.83%; at 16 it gains 6.91% code / 9.17% prose. This documents the remaining downstream tradeoff rather than claiming it is solved everywhere.

Full definitions, reproduction steps and hardware/source provenance, request-level results and hold counters. No new non-M5 device coverage, long-context, cancellation or cold-prefill-scaling qualification is claimed in this report. CI is running on the receipt head. Ready for your re-review of the standalone lane changes when available.

[ashhart]

Thanks @BlivionIaG, the two review points are fixed, and this is the lane pricing we want. Since your merge of 2761c24de,
main has taken the #1621 shared-round stack: verify rows reserved before proposing, a zero-row grant that skips
the proposal, and head-cost limits kept in shared reservations. It changes config.zig, drafted.zig,
drafter.zig and lanes.zig, which this PR also edits. Could you rebase onto current main (cb036e00f) and say
how chain-chance pricing and payHolds compose with #1621's reservations? In particular: is a stream that #1621
grants zero rows ever offered a hold, and does limit_shared_drafts, now set for LFM2, change what
granted_depth sees?

[BlivionIaG]

@ashhart Ready for re-review on 8fcaca5f5. Requested main cb036e00f is integrated by a history-preserving merge; no force-push, rejected guard, or default-policy change.

A stream with a fresh zero-row reservation is never offered a hold. Grant/slack bounds are applied before reserving; the padded-pass cap and payHolds only reduce the resulting reservations. Existing periodic probes can act on a historical zero grant only when the new reservation is positive. Zero-depth lanes still absorb context with propose=false, so a later hold has contiguous history.

limit_shared_drafts does not reinterpret the grant seen by granted_depth. Main's legacy head-cost limits remain in the legacy path. Chance/confidence classification still controls those legacy limits; opt-in granted_depth supplies its own historical grant/slack bound independently. The allocator retains cached drafter chances, then prices the actually reserved prefix—not a larger old grant/gain. Historical verified-grant fields are unchanged. Copy lookup and probe cadence remain once per reservation decision/round.

A mechanical merge alone reproduced unpaid holds in a direct public-API smoke and failed seven of the nine new behavioral regressions. With the composition, profitable holds survive, unpaid holds are rejected, and fresh zero stays zero. All nine regressions now pass, including the real engine's repeated zero-grant-to-hold transition, complete absorbed-history checks before later holds, and greedy/sampled token equality.

Verification:

• Shared lanes 299/299; Metal family head-cost 48/48; draft-host 11/11; native 93 pass / 3 skip and native build pass.
• Pinned requested-main lean checker: 424 inherited / 424 branch, zero new. Formatting and whitespace pass.
• Native M4 Pro smoke, requested main versus code ac9b86869 (final head changes documentation only): 64 cells, 136 oracle records, 34 token-hash groups, zero failures, four graceful exits. Code/chat, greedy/sampled, 1/4/8/16 streams, two balanced rotations, 64-token replies, no external drafter; explicit draft:false references and cross-arm tokens agree.
• All nine CI checks pass on 8fcaca5f5; GitHub reports a clean, mergeable head. No CI gate was weakened; no PR was merged.

Composition details and reproducible scoped checks. Historical M5, long-context, cancellation and load-memory receipts retain their original provenance. The new M4 smoke does not qualify the separate DSpark 512-token no-slowdown matrix; that work remains open downstream.

[BlivionIaG]

Follow-up before final readiness: the actual-main head 28da50262 has all nine CI checks green, but a final cost audit found an additional observer-attribution case. A nonlinear 6 ms padded hold was being recorded as 3 ms of head work, leaving 3 ms in the predicted plain baseline; that can make an unpaid hold appear profitable. The new regression fails before the correction (299 pass / 1 fail) and passes after it (300/300). A separate native public-API program reproduces UnpaidHold before and suppresses it after, while preserving a genuinely profitable hold. I am carrying that correction through the stack and will post the final head/CI result before calling it ready again. Context retention, feature defaults and CI gates are unchanged.

[BlivionIaG]

Standalone #1381 is ready for re-review on b833c605a (main integrated at b17fb507a). 9/9 fresh CI checks pass; GitHub is clean/mergeable. Approval is still yours; I have not merged or force-pushed.

The reservation composition and the additional nonlinear-observer case are fixed. Shared lanes300/300; native93 pass/3 skip, family head-cost48, draft-host11; pinned lean424/424 with zero new. The separate native API repro fails before and passes after, preserving its profitable control. Context absorption, periodic probes and existing defaults remain intact.

The new actual-source M4 native smoke passes16 cells/34 oracle pairs at64tokens across code/chat,T0/T1,widths1/4/8/16, including explicitdraft:false and concurrent-vs-solo equality. It uses no external drafter and does not replace historical receipts or qualify the downstream512-token performance gate.

Current-source native smoke: metadata, every oracle and measured-request hash, lifecycle

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[ashhart]

Thank you @BlivionIaG. This is merged into main with your commits under your own name, so you're listed as a TensorFold contributor. It ships in the next release, credited to you in the changelog and the release notes.

[ashhart]

Thanks @BlivionIaG! The opt-in lane pricing from an external drafter's own chain chances is in 1.2.1: https://github.com/ashhart/TensorFold/releases/tag/v1.2.1