Codex
Public Made by Adomby adom
Codex in Adom Hydrogen: ecosystem setup, dock dashboard and live engineering demos.
Astra independently places, routes and pours the ESC G431
Native result: 0 unconnected, 0 new errors, 13 inherited footprint errors. Astra calculated a fresh placement for all 122 movable parts, retained the 27 locked interface contacts, calculated new routes and added power/ground pours. Fable placement coordinates and waypoints were not used. Prior exposure to the board is disclosed. This is an independently planned layout candidate, not a blind experiment or a motor-current qualification.
The fixture was never saved. KiCad closed with discardChanges:true and the pulled disk file still hashes to 78eff049795cff44552b3b80d65b43a44e81bdc8ab06a2af2e9a59fb7956e664.
Measurements
The headline clock starts 2026-09-13T13:29:56.203Z, not the video start. The independent-scope correction arrived 2026-09-13T16:58:33.710Z. The machine-readable stats records prompt-to-issue elapsed time including previous attempts, shared skill/hero work, retries and recorder recovery. Headline elapsed time: 436.730 minutes, ending 2026-09-13T20:46:40Z. From the independent-scope correction: 228.105 minutes. The issue is KiCad Bridge #96.
- Fresh placement planning: 320.730 seconds. First 122-part placement: 18.244 seconds, 16 commits. One later R32 orientation correction makes 17 placement commits.
- Routing planning, first fresh routing-state request to first successful route commit: 2762.876 seconds.
- Routing including stitching and tail repair: 840.474 seconds, 73 successful route commits across 59 distinct nets. The initial route pass was 66 commits; split-width and branched nets account for repeated net names.
- Final geometry: 2079 segments, 246 vias, 1419.552 mm of track centerline. 40 vias were added during power stitching.
- Three zone commits: reference planes, outer pours/local connection repairs/trace keepouts, then full-input-pad keepouts. Final 21 zone objects include keepouts.
- Final DRC: 13 errors, 0 unconnected, 64 warnings; stale:false and no possibly-truncated violation types. Errors are seven inherited U2 pad clearances and six malformed MOSFET courtyards. No dangling-track warning remains. Full native report.
- No AI subagents. Local Python orchestration invokes serial C++ search workers.
| Layer | Native filled-zone area mm² | Coverage of 4736 mm² bounding box |
|---|---|---|
| B.Cu | 3623.89 | 76.52% |
| F.Cu | 3518.38 | 74.29% |
| In1.Cu | 4152.13 | 87.67% |
| In2.Cu | 4072.78 | 86.00% |
The baseline and final per-zone areas use KiCad filled polygons. These are summed zone areas, excluding pads/tracks/vias outside zones; they are not a full conductor-union ablation metric. Extra stitching reduced the inner-plane area through antipads while connecting more outer copper. +VBAT still has 3 front and 5 back filled regions; SHA has 1/2 and SHB 1/3. Traces/vias bridge regions, but this is not proof of acceptable power-path necks, current sharing or heat flow.
Electrical decisions and limits
Signal routing uses 0.25 mm with 0.2 mm clearance and 0.8/0.4 mm vias. Power routes use 0.5 mm and widen to 1.0 mm where clearance permits. Compact phase regions cover the half-bridge and contact, rather than spreading switching copper across the signal area. Broad supply and ground regions retain copper for the 3rd party fab. Local solid connections address high-current pads and five starved thermal connections; other pads retain thermal reliefs.
The two Kelvin traces were routed first and protected from same-net copper. U6.3 has no generic GND plane stub. The final review found that a centerline keepout left 0.475573 mm² of each sense-input pad exposed; added pad-shape keepouts corrected this. Geometry audit shows zero uncovered input-pad/trace area and zero contact with other same-net trace/via/pad copper outside the intended shunt pickup. The API does not expose filled polygon vertices, so this is not a direct polygon-union measurement of the native fills.
Outer copper is 35 um; inner copper is about 15.2 um. The motor's 58.5 A specification is not a demonstrated PCB rating. Continuous and peak phase current, duty, allowable temperature rise, via plating and enclosure conditions remain necessary for qualification. Dense grid routing still has many short segments. Zero opens does not mean an optimal layout or manufacturing release.
Source and reuse
Source in the existing EDA Skillpack: Python does placement policy, geometry, connected components, routing orchestration, pours and native calls; C++ does grid search. General algorithms are reusable; ESC bounds, functional anchors, pin roles and electrical policy are board-specific. The shared fixture parser came from KiCad Bridge. No Freerouting was used.
Video and discarded work
The video joins real recorded stages at 1x: unplaced fixture and native placement, R32 correction, inner planes, routing/pours/stitching, then a separate final Kelvin review. Planning gaps between recordings are not represented as playback time. The original recorder had a static-tail/timestamp defect tracked in AB #195, so encoded duration is not exact wall time.
The main recording ID disappeared before its limit while an independent maintainer test was active on the same desktop. The 644121163-byte MP4 survived, SHA256 9dbef4d1ec01dbb3f75f0dd76bee86c9760dc3cf8a111d53eccf8613a5d86bb9, encoded duration 734.030567 seconds. It visibly includes all 40 stitching vias. Source seconds 410-460 were omitted to remove unrelated recorder-test activity and idle time; no route/pour commit was omitted there. The +12V dangling-tail trim occurred off camera before the separately recorded final Kelvin-pad correction. Final-review wall time was 65.749 seconds, encoded 65.280267 seconds. Edit manifest.
Other retries: initial geometric routing had 10 gaps; component-aware rip-up completed in 36 iterations with zero remaining groups. The first zone recording committed planes, then a stale revision rejected the first trace without mutation; a settled routing-state read fixed sequencing. Two pour preflights rejected starved thermals; local patches passed. Via-only paths changed net assignment during native fill and were rejected; explicit pad-to-via anchors passed. One local stitching helper failed on an empty eroded pad and was corrected before accepted stitching. A remove-route call lacking expectedRevision was rejected without mutation. A draft video concatenation had incompatible timestamps and was discarded before publication; final encoding normalizes the segment timebase. Detailed failures remain in stats and timestamped Bridge calls.
The caption calls update the same ID in place. Shared caption repair is tracked in AB #194, not a private desktop build. Via/zone findings were handed to KiCad #95.
Tokens and cost
Through 2026-09-13T20:47:27.766Z, the original-ESC window used 104,661,253 input tokens, including 103,351,424 cached input, and 284,122 output. The independent-correction window is reported separately in token data. These are cumulative session deltas, not the whole thread before the ESC prompt. No AI-agent usage is omitted.
The published GPT-6 Astra model price is $10 per million uncached input, $1 cached input, $12.50 cache write and $50 output. Standard API-equivalent cost through that cutoff is $130.6558, 65.3279% of $200. This is arithmetic for comparison, not the amount charged by a subscription. All observed request inputs were below the 272000-token long-context threshold. Cache writes were zero. Reasoning tokens are already included in output.
Exact commands and per-net results
Every Bridge call, argument, response and UTC timestamp is in bridge-calls.jsonl. Exact command transcript is evidence, not an unattended replay script. The source includes the planner and recording/transcoding scripts. Each live CAD call used --ai-thread "Astra independent ESC" --target arav-rog and the isolated board copy.
| Commit | UTC | Net | Width mm | Items | Revision prefix | DRC errors |
|---|---|---|---|---|---|---|
| 1 | 20:14:54 | GND | 0.25 | 3 | d8a2faf4879e | 13 |
| 2 | 20:14:59 | GND_OUT | 0.25 | 3 | 6bb0eb897246 | 13 |
| 3 | 20:15:04 | GND | 0.25 | 86 | 50ea1ebc4a6d | 13 |
| 4 | 20:15:09 | +3V3 | 0.25 | 24 | 8ad434a5e074 | 13 |
| 5 | 20:15:15 | /PB7 | 0.25 | 8 | b9415762605e | 13 |
| 6 | 20:15:20 | /TIM1_CH2_INHB | 0.25 | 35 | 748dd488b656 | 13 |
| 7 | 20:15:25 | /DRV_GLC | 0.25 | 121 | 6fc6a6bff844 | 13 |
| 8 | 20:15:30 | /COMP2_INM_IO1_BEMF_A | 0.25 | 71 | 31d97fbe7792 | 13 |
| 9 | 20:15:36 | /PB12 | 0.25 | 58 | 14458fa79101 | 13 |
| 10 | 20:15:41 | /COMP1_INM_IO2_BEMF_C | 0.25 | 66 | c81851fc3433 | 13 |
| 11 | 20:15:46 | /DRV_SHB | 0.5 | 112 | aab4ef5c8b33 | 13 |
| 12 | 20:15:51 | /DRV_SHB | 1.0 | 7 | b157932c56f8 | 13 |
| 13 | 20:15:57 | /DRV_SHA | 0.5 | 86 | ecb74b0a0cde | 13 |
| 14 | 20:16:02 | /DRV_SHA | 1.0 | 3 | 2e594eacde3a | 13 |
| 15 | 20:16:08 | /DRV_SHC | 0.5 | 57 | c441f8110084 | 13 |
| 16 | 20:16:13 | /DRV_SHC | 1.0 | 3 | ff883eb6c065 | 13 |
| 17 | 20:16:19 | +VBAT | 0.5 | 121 | 6fe800ffd323 | 13 |
| 18 | 20:16:24 | +VBAT | 0.5 | 23 | 2e40ed6c2733 | 13 |
| 19 | 20:16:30 | +VBAT | 1.0 | 22 | 4999d2bb2b38 | 13 |
| 20 | 20:16:35 | Net-(LED1-A) | 0.25 | 1 | d14b02795faa | 13 |
| 21 | 20:16:40 | Net-(LED2-A) | 0.25 | 1 | 23dbc07afd54 | 13 |
| 22 | 20:16:46 | /DRV_BSTA | 0.25 | 1 | a0f9ef5e9ace | 13 |
| 23 | 20:16:51 | /SW | 0.25 | 1 | 7147ccd10478 | 13 |
| 24 | 20:16:57 | /MCU_LED | 0.25 | 1 | bd3546f837f3 | 13 |
| 25 | 20:17:03 | /5V_VCC | 0.25 | 1 | 14e2c1f37a69 | 13 |
| 26 | 20:17:08 | /DRV_BSTB | 0.25 | 10 | 238800b40e84 | 13 |
| 27 | 20:17:13 | /DRV_BSTC | 0.25 | 8 | 3ca48dd0e0ab | 13 |
| 28 | 20:17:19 | Net-(LED3-A) | 0.25 | 5 | b68bfd648213 | 13 |
| 29 | 20:17:24 | /E_STOP | 0.25 | 3 | 640f0ed8f4a3 | 13 |
| 30 | 20:17:30 | /DRV_GHB | 0.25 | 10 | 17658733949f | 13 |
| 31 | 20:17:35 | /GLB | 0.25 | 28 | 8032d5c3078f | 13 |
| 32 | 20:17:41 | /BOOT0 | 0.25 | 6 | 0bb109ddeb17 | 13 |
| 33 | 20:17:46 | /RPM | 0.25 | 16 | f6d7f55a5188 | 13 |
| 34 | 20:17:52 | GND_OUT | 1.0 | 1 | 17402bbce9e6 | 13 |
| 35 | 20:17:57 | /HSE_OUT | 0.25 | 7 | 40e30d619d73 | 13 |
| 36 | 20:18:03 | /HSE_IN | 0.25 | 19 | 9badf3e61f9d | 13 |
| 37 | 20:18:08 | /VDDA | 0.25 | 7 | 1588be220f56 | 13 |
| 38 | 20:18:13 | /PB6 | 0.25 | 37 | fc0f6ab4444d | 13 |
| 39 | 20:18:19 | /VBAT_SENSE | 0.25 | 38 | 2a09796e525e | 13 |
| 40 | 20:18:24 | /NEUTRAL | 0.25 | 28 | e5a59626e744 | 13 |
| 41 | 20:18:30 | /GLA | 0.25 | 16 | 312e57f06dba | 13 |
| 42 | 20:18:35 | /5V_EN | 0.25 | 12 | 0f35ee2a1241 | 13 |
| 43 | 20:18:41 | /GLC | 0.25 | 11 | 20393ef46377 | 13 |
| 44 | 20:18:46 | /DRV_GLA | 0.25 | 13 | 44172b477a29 | 13 |
| 45 | 20:18:52 | /DRV_GLB | 0.25 | 21 | 220e810f973d | 13 |
| 46 | 20:18:57 | /DRV_GHC | 0.25 | 59 | 77053d809f83 | 13 |
| 47 | 20:19:03 | /GHA | 0.25 | 21 | f09f57442020 | 13 |
| 48 | 20:19:08 | /DRV_GHA | 0.25 | 50 | fc1fe035c576 | 13 |
| 49 | 20:19:14 | /TIM1_CH1N_INLC | 0.25 | 45 | c84fa7d7b9c5 | 13 |
| 50 | 20:19:20 | /TIM1_CH2N_INLB | 0.25 | 10 | c1b8019c1614 | 13 |
| 51 | 20:19:25 | /TIM1_CH3N_INLA | 0.25 | 101 | 67d18d60995b | 13 |
| 52 | 20:19:31 | /TIM1_CH1_INHC | 0.25 | 46 | 6c96199389de | 13 |
| 53 | 20:19:36 | /TIM1_CH3_INHA | 0.25 | 24 | 0ff798341451 | 13 |
| 54 | 20:19:42 | /GHB | 0.25 | 20 | ebca72335f05 | 13 |
| 55 | 20:19:48 | /5V_EXT | 0.25 | 13 | 49bc460358c3 | 13 |
| 56 | 20:19:53 | /GHC | 0.25 | 34 | 3d53e63535fb | 13 |
| 57 | 20:19:59 | /COMP1_INM_IO1_BEMF_B | 0.25 | 67 | affded252a94 | 13 |
| 58 | 20:20:04 | /TIM15_CH1_DSHOT | 0.25 | 91 | c80eb3b337fb | 13 |
| 59 | 20:20:10 | /USART1_RX | 0.25 | 32 | 4d79339e5839 | 13 |
| 60 | 20:20:16 | /USART1_TX | 0.25 | 29 | 32638c88c395 | 13 |
| 61 | 20:20:21 | /IBAT_SENSE | 0.25 | 14 | 920a69028bdc | 13 |
| 62 | 20:20:27 | /nRST | 0.25 | 66 | b50c26244e36 | 13 |
| 63 | 20:20:32 | /SWCLK | 0.25 | 50 | 10c021633c5f | 13 |
| 64 | 20:20:38 | /SWDIO | 0.25 | 89 | 41d7290a8994 | 13 |
| 65 | 20:20:44 | +12V | 0.25 | 96 | 09acfda6a221 | 13 |
| 66 | 20:20:50 | +5V | 0.25 | 76 | f6aaa9d3f3e7 | 13 |
| 67 | 20:25:19 | +VBAT | 0.5 | 24 | 26013b228da3 | 13 |
| 68 | 20:25:39 | GND_OUT | 0.5 | 6 | 3f769a75325f | 13 |
| 69 | 20:25:58 | /DRV_SHA | 0.5 | 12 | 1e04da23384e | 13 |
| 70 | 20:26:18 | /DRV_SHB | 0.5 | 16 | 548ce6ffb318 | 13 |
| 71 | 20:26:38 | /DRV_SHC | 0.5 | 18 | 4f5916c0d7eb | 13 |
| 72 | 20:26:57 | GND | 0.5 | 4 | 4a703176d150 | 13 |
| 73 | 20:28:44 | +12V | 0.25 | 2 | edb41c1ae8f1 | 13 |
Full revisions and DRC objects are in stats.json. A successful per-net preflight can still show unrelated open nets while routing is underway; final native validation is authoritative.
Voiceover script for the comparison thread
Start: "This is Astra inside Codex and Hydrogen. The movable footprints begin outside the board. Astra calculated this placement independently; the 27 interface contacts stay locked."
Placement: "Astra places the 122 movable parts in native undo steps. The initial placement took 18.24 seconds to land after 5 minutes 20.73 seconds of placement planning. A later shunt rotation corrects the direction of the sense pickup. Those retries stay in the total time."
Routing: "Python builds the geometry and electrical policy. C++ searches the routing grid. Every route is then checked and committed by KiCad Bridge. This is Astra's path planning, not Freerouting. Watch the sense traces first, the plane stubs, and then the short nets and longer control signals."
Pours: "Connectivity reaches zero opens before the finishing pours. Supply and return copper occupy useful space, phase copper stays compact, and 40 additional vias connect power regions across the board. Copper area alone does not establish current capacity."
Review: "A final review catches something DRC cannot: a keepout that ends at a pad center can leave the rest of that pad touching a same-net pour. The corrected keepouts cover both full sense-input pads."
Conclusion: "KiCad reports zero open connections and no new errors. The 13 remaining errors belong to the inherited footprints. The full prompt-to-delivery time, token cost, source and failed attempts are published for comparison. This remains an electrical candidate awaiting load and thermal qualification."
# Astra independently places, routes and pours the ESC G431
<video width="100%" controls playsinline preload="metadata" poster="https://wiki.adom.inc/api/pages/adom/codex/files/docs/videos/astra-esc-independent-poster.jpg" src="https://wiki.adom.inc/api/pages/adom/codex/files/docs/videos/astra-esc-independent.mp4"></video>
**Native result: 0 unconnected, 0 new errors, 13 inherited footprint errors.** Astra calculated a fresh placement for all 122 movable parts, retained the 27 locked interface contacts, calculated new routes and added power/ground pours. Fable placement coordinates and waypoints were not used. Prior exposure to the board is disclosed. This is an independently planned layout candidate, not a blind experiment or a motor-current qualification.
The fixture was never saved. KiCad closed with discardChanges:true and the pulled disk file still hashes to 78eff049795cff44552b3b80d65b43a44e81bdc8ab06a2af2e9a59fb7956e664.
## Measurements
The headline clock starts **2026-09-13T13:29:56.203Z**, not the video start. The independent-scope correction arrived **2026-09-13T16:58:33.710Z**. The machine-readable [stats](https://wiki.adom.inc/api/pages/adom/codex/files/docs/astra-esc-independent/stats.json) records prompt-to-issue elapsed time including previous attempts, shared skill/hero work, retries and recorder recovery. Headline elapsed time: **436.730 minutes**, ending **2026-09-13T20:46:40Z**. From the independent-scope correction: **228.105 minutes**. The issue is [KiCad Bridge #96](https://wiki.adom.inc/adom/kicad-bridge/issues/96).
- Fresh placement planning: **320.730 seconds**. First 122-part placement: **18.244 seconds**, 16 commits. One later R32 orientation correction makes 17 placement commits.
- Routing planning, first fresh routing-state request to first successful route commit: **2762.876 seconds**.
- Routing including stitching and tail repair: **840.474 seconds**, 73 successful route commits across 59 distinct nets. The initial route pass was 66 commits; split-width and branched nets account for repeated net names.
- Final geometry: **2079 segments, 246 vias, 1419.552 mm** of track centerline. 40 vias were added during power stitching.
- Three zone commits: reference planes, outer pours/local connection repairs/trace keepouts, then full-input-pad keepouts. Final 21 zone objects include keepouts.
- Final DRC: **13 errors, 0 unconnected, 64 warnings**; stale:false and no possibly-truncated violation types. Errors are seven inherited U2 pad clearances and six malformed MOSFET courtyards. No dangling-track warning remains. Full [native report](https://wiki.adom.inc/api/pages/adom/codex/files/docs/astra-esc-independent/final-validate.json).
- No AI subagents. Local Python orchestration invokes serial C++ search workers.
| Layer | Native filled-zone area mm² | Coverage of 4736 mm² bounding box |
|---|---:|---:|
| B.Cu | 3623.89 | 76.52% |
| F.Cu | 3518.38 | 74.29% |
| In1.Cu | 4152.13 | 87.67% |
| In2.Cu | 4072.78 | 86.00% |
The [baseline](https://wiki.adom.inc/api/pages/adom/codex/files/docs/astra-esc-independent/zone-baseline.json) and [final per-zone areas](https://wiki.adom.inc/api/pages/adom/codex/files/docs/astra-esc-independent/final-zone-state.json) use KiCad filled polygons. These are summed zone areas, excluding pads/tracks/vias outside zones; they are not a full conductor-union ablation metric. Extra stitching reduced the inner-plane area through antipads while connecting more outer copper. +VBAT still has 3 front and 5 back filled regions; SHA has 1/2 and SHB 1/3. Traces/vias bridge regions, but this is not proof of acceptable power-path necks, current sharing or heat flow.
## Electrical decisions and limits
Signal routing uses 0.25 mm with 0.2 mm clearance and 0.8/0.4 mm vias. Power routes use 0.5 mm and widen to 1.0 mm where clearance permits. Compact phase regions cover the half-bridge and contact, rather than spreading switching copper across the signal area. Broad supply and ground regions retain copper for the 3rd party fab. Local solid connections address high-current pads and five starved thermal connections; other pads retain thermal reliefs.
The two Kelvin traces were routed first and protected from same-net copper. U6.3 has no generic GND plane stub. The final review found that a centerline keepout left 0.475573 mm² of each sense-input pad exposed; added pad-shape keepouts corrected this. [Geometry audit](https://wiki.adom.inc/api/pages/adom/codex/files/docs/astra-esc-independent/kelvin-geometry-audit.json) shows zero uncovered input-pad/trace area and zero contact with other same-net trace/via/pad copper outside the intended shunt pickup. The API does not expose filled polygon vertices, so this is not a direct polygon-union measurement of the native fills.
Outer copper is 35 um; inner copper is about 15.2 um. The motor's 58.5 A specification is not a demonstrated PCB rating. Continuous and peak phase current, duty, allowable temperature rise, via plating and enclosure conditions remain necessary for qualification. Dense grid routing still has many short segments. Zero opens does not mean an optimal layout or manufacturing release.
## Source and reuse
[Source in the existing EDA Skillpack](https://wiki.adom.inc/adom/eda-engineering/files/docs/examples/astra-esc-independent/README.md): Python does placement policy, geometry, connected components, routing orchestration, pours and native calls; C++ does grid search. General algorithms are reusable; ESC bounds, functional anchors, pin roles and electrical policy are board-specific. The shared fixture parser came from KiCad Bridge. No Freerouting was used.
## Video and discarded work
The video joins real recorded stages at 1x: unplaced fixture and native placement, R32 correction, inner planes, routing/pours/stitching, then a separate final Kelvin review. Planning gaps between recordings are not represented as playback time. The original recorder had a static-tail/timestamp defect tracked in [AB #195](https://wiki.adom.inc/adom/adom-bridge/issues/195), so encoded duration is not exact wall time.
The main recording ID disappeared before its limit while an independent maintainer test was active on the same desktop. The 644121163-byte MP4 survived, SHA256 9dbef4d1ec01dbb3f75f0dd76bee86c9760dc3cf8a111d53eccf8613a5d86bb9, encoded duration 734.030567 seconds. It visibly includes all 40 stitching vias. Source seconds 410-460 were omitted to remove unrelated recorder-test activity and idle time; no route/pour commit was omitted there. The +12V dangling-tail trim occurred off camera before the separately recorded final Kelvin-pad correction. Final-review wall time was 65.749 seconds, encoded 65.280267 seconds. [Edit manifest](https://wiki.adom.inc/api/pages/adom/codex/files/docs/astra-esc-independent/edit-manifest.json).
Other retries: initial geometric routing had 10 gaps; component-aware rip-up completed in 36 iterations with zero remaining groups. The first zone recording committed planes, then a stale revision rejected the first trace without mutation; a settled routing-state read fixed sequencing. Two pour preflights rejected starved thermals; local patches passed. Via-only paths changed net assignment during native fill and were rejected; explicit pad-to-via anchors passed. One local stitching helper failed on an empty eroded pad and was corrected before accepted stitching. A remove-route call lacking expectedRevision was rejected without mutation. A draft video concatenation had incompatible timestamps and was discarded before publication; final encoding normalizes the segment timebase. Detailed failures remain in [stats](https://wiki.adom.inc/api/pages/adom/codex/files/docs/astra-esc-independent/stats.json) and [timestamped Bridge calls](https://wiki.adom.inc/api/pages/adom/codex/files/docs/astra-esc-independent/bridge-calls.jsonl).
The caption calls update the same ID in place. Shared caption repair is tracked in [AB #194](https://wiki.adom.inc/adom/adom-bridge/issues/194), not a private desktop build. Via/zone findings were handed to [KiCad #95](https://wiki.adom.inc/adom/kicad-bridge/issues/95).
## Tokens and cost
Through **2026-09-13T20:47:27.766Z**, the original-ESC window used 104,661,253 input tokens, including 103,351,424 cached input, and 284,122 output. The independent-correction window is reported separately in [token data](https://wiki.adom.inc/api/pages/adom/codex/files/docs/astra-esc-independent/token-cost.json). These are cumulative session deltas, not the whole thread before the ESC prompt. No AI-agent usage is omitted.
The [published GPT-6 Astra model price](https://developers.openai.com/api/docs/models/gpt-6-astra) is $10 per million uncached input, $1 cached input, $12.50 cache write and $50 output. Standard API-equivalent cost through that cutoff is **$130.6558**, **65.3279%** of $200. This is arithmetic for comparison, not the amount charged by a subscription. All observed request inputs were below the 272000-token long-context threshold. Cache writes were zero. Reasoning tokens are already included in output.
## Exact commands and per-net results
Every Bridge call, argument, response and UTC timestamp is in [bridge-calls.jsonl](https://wiki.adom.inc/api/pages/adom/codex/files/docs/astra-esc-independent/bridge-calls.jsonl). [Exact command transcript](https://wiki.adom.inc/api/pages/adom/codex/files/docs/astra-esc-independent/exact-bridge-commands.sh) is evidence, not an unattended replay script. The source includes the planner and recording/transcoding scripts. Each live CAD call used `--ai-thread "Astra independent ESC" --target arav-rog` and the isolated board copy.
| Commit | UTC | Net | Width mm | Items | Revision prefix | DRC errors |
|---:|---|---|---:|---:|---|---:|
| 1 | 20:14:54 | GND | 0.25 | 3 | d8a2faf4879e | 13 |
| 2 | 20:14:59 | GND_OUT | 0.25 | 3 | 6bb0eb897246 | 13 |
| 3 | 20:15:04 | GND | 0.25 | 86 | 50ea1ebc4a6d | 13 |
| 4 | 20:15:09 | +3V3 | 0.25 | 24 | 8ad434a5e074 | 13 |
| 5 | 20:15:15 | /PB7 | 0.25 | 8 | b9415762605e | 13 |
| 6 | 20:15:20 | /TIM1_CH2_INHB | 0.25 | 35 | 748dd488b656 | 13 |
| 7 | 20:15:25 | /DRV_GLC | 0.25 | 121 | 6fc6a6bff844 | 13 |
| 8 | 20:15:30 | /COMP2_INM_IO1_BEMF_A | 0.25 | 71 | 31d97fbe7792 | 13 |
| 9 | 20:15:36 | /PB12 | 0.25 | 58 | 14458fa79101 | 13 |
| 10 | 20:15:41 | /COMP1_INM_IO2_BEMF_C | 0.25 | 66 | c81851fc3433 | 13 |
| 11 | 20:15:46 | /DRV_SHB | 0.5 | 112 | aab4ef5c8b33 | 13 |
| 12 | 20:15:51 | /DRV_SHB | 1.0 | 7 | b157932c56f8 | 13 |
| 13 | 20:15:57 | /DRV_SHA | 0.5 | 86 | ecb74b0a0cde | 13 |
| 14 | 20:16:02 | /DRV_SHA | 1.0 | 3 | 2e594eacde3a | 13 |
| 15 | 20:16:08 | /DRV_SHC | 0.5 | 57 | c441f8110084 | 13 |
| 16 | 20:16:13 | /DRV_SHC | 1.0 | 3 | ff883eb6c065 | 13 |
| 17 | 20:16:19 | +VBAT | 0.5 | 121 | 6fe800ffd323 | 13 |
| 18 | 20:16:24 | +VBAT | 0.5 | 23 | 2e40ed6c2733 | 13 |
| 19 | 20:16:30 | +VBAT | 1.0 | 22 | 4999d2bb2b38 | 13 |
| 20 | 20:16:35 | Net-(LED1-A) | 0.25 | 1 | d14b02795faa | 13 |
| 21 | 20:16:40 | Net-(LED2-A) | 0.25 | 1 | 23dbc07afd54 | 13 |
| 22 | 20:16:46 | /DRV_BSTA | 0.25 | 1 | a0f9ef5e9ace | 13 |
| 23 | 20:16:51 | /SW | 0.25 | 1 | 7147ccd10478 | 13 |
| 24 | 20:16:57 | /MCU_LED | 0.25 | 1 | bd3546f837f3 | 13 |
| 25 | 20:17:03 | /5V_VCC | 0.25 | 1 | 14e2c1f37a69 | 13 |
| 26 | 20:17:08 | /DRV_BSTB | 0.25 | 10 | 238800b40e84 | 13 |
| 27 | 20:17:13 | /DRV_BSTC | 0.25 | 8 | 3ca48dd0e0ab | 13 |
| 28 | 20:17:19 | Net-(LED3-A) | 0.25 | 5 | b68bfd648213 | 13 |
| 29 | 20:17:24 | /E_STOP | 0.25 | 3 | 640f0ed8f4a3 | 13 |
| 30 | 20:17:30 | /DRV_GHB | 0.25 | 10 | 17658733949f | 13 |
| 31 | 20:17:35 | /GLB | 0.25 | 28 | 8032d5c3078f | 13 |
| 32 | 20:17:41 | /BOOT0 | 0.25 | 6 | 0bb109ddeb17 | 13 |
| 33 | 20:17:46 | /RPM | 0.25 | 16 | f6d7f55a5188 | 13 |
| 34 | 20:17:52 | GND_OUT | 1.0 | 1 | 17402bbce9e6 | 13 |
| 35 | 20:17:57 | /HSE_OUT | 0.25 | 7 | 40e30d619d73 | 13 |
| 36 | 20:18:03 | /HSE_IN | 0.25 | 19 | 9badf3e61f9d | 13 |
| 37 | 20:18:08 | /VDDA | 0.25 | 7 | 1588be220f56 | 13 |
| 38 | 20:18:13 | /PB6 | 0.25 | 37 | fc0f6ab4444d | 13 |
| 39 | 20:18:19 | /VBAT_SENSE | 0.25 | 38 | 2a09796e525e | 13 |
| 40 | 20:18:24 | /NEUTRAL | 0.25 | 28 | e5a59626e744 | 13 |
| 41 | 20:18:30 | /GLA | 0.25 | 16 | 312e57f06dba | 13 |
| 42 | 20:18:35 | /5V_EN | 0.25 | 12 | 0f35ee2a1241 | 13 |
| 43 | 20:18:41 | /GLC | 0.25 | 11 | 20393ef46377 | 13 |
| 44 | 20:18:46 | /DRV_GLA | 0.25 | 13 | 44172b477a29 | 13 |
| 45 | 20:18:52 | /DRV_GLB | 0.25 | 21 | 220e810f973d | 13 |
| 46 | 20:18:57 | /DRV_GHC | 0.25 | 59 | 77053d809f83 | 13 |
| 47 | 20:19:03 | /GHA | 0.25 | 21 | f09f57442020 | 13 |
| 48 | 20:19:08 | /DRV_GHA | 0.25 | 50 | fc1fe035c576 | 13 |
| 49 | 20:19:14 | /TIM1_CH1N_INLC | 0.25 | 45 | c84fa7d7b9c5 | 13 |
| 50 | 20:19:20 | /TIM1_CH2N_INLB | 0.25 | 10 | c1b8019c1614 | 13 |
| 51 | 20:19:25 | /TIM1_CH3N_INLA | 0.25 | 101 | 67d18d60995b | 13 |
| 52 | 20:19:31 | /TIM1_CH1_INHC | 0.25 | 46 | 6c96199389de | 13 |
| 53 | 20:19:36 | /TIM1_CH3_INHA | 0.25 | 24 | 0ff798341451 | 13 |
| 54 | 20:19:42 | /GHB | 0.25 | 20 | ebca72335f05 | 13 |
| 55 | 20:19:48 | /5V_EXT | 0.25 | 13 | 49bc460358c3 | 13 |
| 56 | 20:19:53 | /GHC | 0.25 | 34 | 3d53e63535fb | 13 |
| 57 | 20:19:59 | /COMP1_INM_IO1_BEMF_B | 0.25 | 67 | affded252a94 | 13 |
| 58 | 20:20:04 | /TIM15_CH1_DSHOT | 0.25 | 91 | c80eb3b337fb | 13 |
| 59 | 20:20:10 | /USART1_RX | 0.25 | 32 | 4d79339e5839 | 13 |
| 60 | 20:20:16 | /USART1_TX | 0.25 | 29 | 32638c88c395 | 13 |
| 61 | 20:20:21 | /IBAT_SENSE | 0.25 | 14 | 920a69028bdc | 13 |
| 62 | 20:20:27 | /nRST | 0.25 | 66 | b50c26244e36 | 13 |
| 63 | 20:20:32 | /SWCLK | 0.25 | 50 | 10c021633c5f | 13 |
| 64 | 20:20:38 | /SWDIO | 0.25 | 89 | 41d7290a8994 | 13 |
| 65 | 20:20:44 | +12V | 0.25 | 96 | 09acfda6a221 | 13 |
| 66 | 20:20:50 | +5V | 0.25 | 76 | f6aaa9d3f3e7 | 13 |
| 67 | 20:25:19 | +VBAT | 0.5 | 24 | 26013b228da3 | 13 |
| 68 | 20:25:39 | GND_OUT | 0.5 | 6 | 3f769a75325f | 13 |
| 69 | 20:25:58 | /DRV_SHA | 0.5 | 12 | 1e04da23384e | 13 |
| 70 | 20:26:18 | /DRV_SHB | 0.5 | 16 | 548ce6ffb318 | 13 |
| 71 | 20:26:38 | /DRV_SHC | 0.5 | 18 | 4f5916c0d7eb | 13 |
| 72 | 20:26:57 | GND | 0.5 | 4 | 4a703176d150 | 13 |
| 73 | 20:28:44 | +12V | 0.25 | 2 | edb41c1ae8f1 | 13 |
Full revisions and DRC objects are in stats.json. A successful per-net preflight can still show unrelated open nets while routing is underway; final native validation is authoritative.
## Voiceover script for the comparison thread
Start: "This is Astra inside Codex and Hydrogen. The movable footprints begin outside the board. Astra calculated this placement independently; the 27 interface contacts stay locked."
Placement: "Astra places the 122 movable parts in native undo steps. The initial placement took 18.24 seconds to land after 5 minutes 20.73 seconds of placement planning. A later shunt rotation corrects the direction of the sense pickup. Those retries stay in the total time."
Routing: "Python builds the geometry and electrical policy. C++ searches the routing grid. Every route is then checked and committed by KiCad Bridge. This is Astra's path planning, not Freerouting. Watch the sense traces first, the plane stubs, and then the short nets and longer control signals."
Pours: "Connectivity reaches zero opens before the finishing pours. Supply and return copper occupy useful space, phase copper stays compact, and 40 additional vias connect power regions across the board. Copper area alone does not establish current capacity."
Review: "A final review catches something DRC cannot: a keepout that ends at a pad center can leave the rest of that pad touching a same-net pour. The corrected keepouts cover both full sense-input pads."
Conclusion: "KiCad reports zero open connections and no new errors. The 13 remaining errors belong to the inherited footprints. The full prompt-to-delivery time, token cost, source and failed attempts are published for comparison. This remains an electrical candidate awaiting load and thermal qualification."