Dobromir Popov
a938c19a82
dash works !!! good data. billing seems to work
2026-07-02 23:07:41 +02:00
Dobromir Popov
416ceba0f6
refine blockchain integration and protocols
2026-07-02 21:14:15 +02:00
Dobromir Popov
2b439e8a5f
docs: add US-020–029 issue files, ADR 0011–0014, update prd.json to 29/29
...
Issue files (.scratch/issues/20-29): retrospective specs for all work
done in the current sprint — hardening, route-timeout, start-layer
protocol, heartbeat stats, availability map, rolling RPM, smart
assignment, throughput routing, routing tests, relay outbound client.
ADRs (docs/adr/0011-0014):
0011 — Auto-shard from memory budget and tracker network assignment
0012 — X-Meshnet-Start-Layer overlapping shard execution protocol
0013 — Rolling RPM statistics, smart assignment scoring, throughput routing
0014 — Relay outbound client for NAT/internet pipeline hops
prd.json: US-020 through US-029 added, all marked done. ralph_progress.py
now shows 29/29 complete (100%).
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-06-30 22:15:41 +03:00
Dobromir Popov
1bdfce657d
inference working
2026-06-29 23:54:35 +03:00
Dobromir Popov
cd9e3686a5
docs(adr-0002): lock TAI tokenomics — 1B supply, revenue-backed, 90% floor
...
Locked decisions:
- 1 billion TAI hard cap, no minting, halving-style emission decay
- No transfer tax; spread-only revenue, decreases with volume
- Buyback floor = 90% of current organic backing price (ratcheting up)
- Wind-down guarantee: 90% floor always funded by protocol spread
- Post-listing speculative risk acknowledged and accepted
- Node bootstrap: probationary period = stake-free entry (no loan/grant)
- Listing threshold (provisional): $50k volume AND 25 nodes / 15+ operators
Open parameters noted: halving schedule, dynamic spread curve, listing %, legal.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-06-29 15:34:15 +03:00
Dobromir Popov
202b579bd1
docs(adr-0002): rewrite TAI tokenomics with revenue-backed model
...
- Token named TAI, fixed supply (BTC-inspired), no open market during bootstrap
- Price anchored to inference revenue: team holds ~100% → 36% over ~5 years
- 95% soft buyback floor; ~10% protocol spread funds wind-down reserve
- Wind-down guarantee: protocol can always buy back all issued TAI at issue price
- Open questions section captures unresolved parameters for token launch
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-06-29 15:15:15 +03:00
Dobromir Popov
b02e07d308
docs: add ADRs and user stories for real model inference stack (US-011–014)
...
ADR-0008: binary activation wire format — raw bfloat16 over HTTP, zstd compression,
128-token chunked prefill; replaces base64 JSON (~33% overhead removed).
ADR-0009: coverage-first shard assignment and tracker-as-first-layer-node —
any node serving layers[0..k] becomes the inference entry point for that model;
bin-packing fills all coverage gaps before adding redundancy; tracker issues
LOAD_SHARD/DROP_SHARD rebalance directives; nodes declare VRAM + quantization.
US-011: binary wire format migration
US-012: real PyTorch layer execution (transformers + bitsandbytes, test on GPT-2)
US-013: coverage-first tracker bin-packing with VRAM-aware shard assignment
US-014: tracker-as-node (tracker node serves first layers + handles client requests)
CONTEXT.md: Tracker Node, Coverage Map, Rebalance Directive terms added.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-06-29 14:43:54 +03:00
Dobromir Popov
a2aa22fc08
docs: clarify validation slash model
2026-06-29 02:47:36 +03:00
Dobromir Popov
8900990193
docs: clarify contract boundary
2026-06-29 02:31:23 +03:00
Dobromir Popov
2f1f9717be
tasks
2026-06-29 00:10:21 +03:00
Dobromir Popov
0f24a1d4f9
iinit
2026-06-28 23:49:11 +03:00
