public proof projects

tinkershop keeps the raw local activity private and publishes only reviewed project evidence: what problem the work touched, what was built, which systems it exercised, and why it is relevant to senior IC product/platform roles.

Product systems

Checkout, billing, payment resilience, funnels, product analytics, internal tools, and operational support under small-team constraints.

AI tooling

Voice-to-agent input, repo-aware workers, review harnesses, controlled execution, and evidence-backed project memory.

Reliability proof

Observability, event ledgers, Playwright/browser checks, CI gates, generated dashboards, and public-safe summaries.

static public build

fireharp.com/tinkershop

rendered from checked-in public notes; no local daemon required

agentic harness · emerging

Coherence stays shipping. Hookline becomes the central harness where the remaining hook-shaped tools condense into one plug-in surface.

// central hookline

hookline

plug hooks in · ship one harness

absorbs decisions, secrets, supply chain, and hub push into one agent hook plane

decisions

queryable record of why

absorbed

Already scaffolded — captures decisions in a structured form so the why survives the next refactor. Sitting prepared; about to revisit.

secrets-leakage

pattern detection + redaction

absorbed

Catches accidental secrets in commits and agent transcripts. Lives as scattered tools right now; consolidating into a package next.

supply-chain

dependency stack control

absorbed

Same shape as coherence, applied to what a project pulls in: lockfile drift, transitive risk, surprise upgrades. The security side of the harness.

hub-push

agent config hub

absorbed

A separate hub for agentic configuration: prompts, package policy, hooks, and repo wiring live outside the project, then push into each repo like infrastructure-as-code for agents.

public projects

15

public notes

13

agent sessions

341

commits

84

dirty signals

71

voice context

128

public workbench

Checked-in public project notes render below. The local detector remains private; the public page keeps the rich workbench surface without depending on a daemon bound to 127.0.0.1.

public workbench evidence

tinkershop

fireharp/tinkershop

public

proof summary

Local-first project activity detector.

activity heatmap

commitdirtysessionvoice
Oct 15
Oct 16
Oct 17
Oct 18
Oct 19
Oct 20
Oct 21
Oct 22
Oct 23
Oct 24
Oct 25
Oct 26
Oct 27
Oct 28
Oct 29

why it is shown

detected

public

note

evidence mix

brief1
commits0
dirty0
sessions11
voice1
checks0

dirty

39

commit

Jun 3, 02:53 PM

seen

Oct 24, 07:03 AM

latest developments

No curated development notes yet.

BitGN

fireharp/bitgn

public

proof summary

Standalone Go workbench for evaluating steering and execution behavior, including dead-exec handling, role-name mismatches, and final-run post-mortems.

activity heatmap

commitdirtysessionvoice
Oct 15
Oct 16
Oct 17
Oct 18
Oct 19
Oct 20
Oct 21
Oct 22
Oct 23
Oct 24
Oct 25
Oct 26
Oct 27
Oct 28
Oct 29

why it is shown

detected

public

note

evidence mix

brief1
commits0
dirty0
sessions3
voice0
checks0

dirty

76

commit

Jun 13, 12:40 PM

seen

Sep 30, 11:57 AM

latest developments

No curated development notes yet.

coherence

fireharp/coherence

public

proof summary

Git-native drift detector for agent-assisted repositories.

activity heatmap

commitdirtysessionvoice
Oct 15
Oct 16
Oct 17
Oct 18
Oct 19
Oct 20
Oct 21
Oct 22
Oct 23
Oct 24
Oct 25
Oct 26
Oct 27
Oct 28
Oct 29

why it is shown

detected

public

note

evidence mix

brief1
commits0
dirty3
sessions1
voice1
checks3

dirty

36

commit

Jun 19, 02:40 PM

seen

Aug 17, 07:01 AM

latest developments

No curated development notes yet.

101

fireharp/101

public

proof summary

Browser-based voice drill app that trains fast staff/system-design interview reflexes. Implementation of the spec in LOCAL.md gitignored.

activity heatmap

commitdirtysessionvoice
Oct 15
Oct 16
Oct 17
Oct 18
Oct 19
Oct 20
Oct 21
Oct 22
Oct 23
Oct 24
Oct 25
Oct 26
Oct 27
Oct 28
Oct 29

why it is shown

detected

public

note

evidence mix

brief1
commits5
dirty8
sessions7
voice7
checks8

dirty

8

commit

Jul 15, 09:37 PM

seen

Jul 31, 07:06 AM

latest developments
  1. Standalone Go work moved forward

    Jul 15, 09:37 PM

    101 work focused on making the project standalone: complete Antonz channels concurrency exercises, complete Antonz goroutines concurrency exercises, stop tracking vendored Maelstrom install artifacts, and expand Go practice with concurrency exercises and Maelstrom tooling.

try-mouse-move

fireharp/try-mouse-move

public

proof summary

React application for progressive, feature-ablatable 2-D cursor trajectory research.

activity heatmap

commitdirtysessionvoice
Oct 15
Oct 16
Oct 17
Oct 18
Oct 19
Oct 20
Oct 21
Oct 22
Oct 23
Oct 24
Oct 25
Oct 26
Oct 27
Oct 28
Oct 29

why it is shown

detected

public

note

evidence mix

brief1
commits2
dirty0
sessions9
voice7
checks5

dirty

0

commit

Jul 14, 07:43 PM

seen

Jul 28, 07:01 AM

latest developments
  1. Add Movement Lab with session evidence and Precursor eval harness

    Jul 14, 07:43 PM

    try-mouse-move had one concrete project implementation change: add Movement Lab with session evidence and Precursor eval harness.

canvases

quickowl/knify

public

proof summary

Agent Canvas work around typed blocks, HTML capture, benchmark helpers, and live-session review surfaces.

activity heatmap

commitdirtysessionvoice
Oct 15
Oct 16
Oct 17
Oct 18
Oct 19
Oct 20
Oct 21
Oct 22
Oct 23
Oct 24
Oct 25
Oct 26
Oct 27
Oct 28
Oct 29

why it is shown

detected

public

note

evidence mix

brief1
commits11
dirty7
sessions67
voice11
checks1

dirty

14

commit

Jul 10, 03:00 PM

seen

Jul 23, 07:05 AM

latest developments
  1. Standalone Go work moved forward

    Jul 10, 03:00 PM

    canvases work focused on making the project standalone: adopt signed hot-cold Knify architecture, verify signed Knify service tokens, secure scoped viewer links, and avoid duplicate goal board prefix.

pixel-ledger

fireharp/pixel-ledger

public

proof summary

Durable pixel event ledger with split Cloudflare Workers, a React dashboard, and Neon Postgres.

activity heatmap

commitdirtysessionvoice
Oct 15
Oct 16
Oct 17
Oct 18
Oct 19
Oct 20
Oct 21
Oct 22
Oct 23
Oct 24
Oct 25
Oct 26
Oct 27
Oct 28
Oct 29

why it is shown

detected

public

note

evidence mix

brief1
commits8
dirty0
sessions101
voice18
checks8

dirty

0

commit

Jun 24, 07:18 PM

seen

Jul 15, 03:00 PM

latest developments
  1. Standalone Go work moved forward

    Jun 24, 07:18 PM

    pixel-ledger work focused on making the project standalone: improve demo and harden API surfaces, add client setup workflow, and use Fireharp relay for registration notifications.

hookline

fireharp/hookline

public

proof summary

Hookline is a small local hook and steering CLI for agent-driven development. The first version is deterministic: it adapts Codex hook JSON into a normalized event, runs local policy checks, and maps the decision back to Codex hook output.

activity heatmap

commitdirtysessionvoice
Oct 15
Oct 16
Oct 17
Oct 18
Oct 19
Oct 20
Oct 21
Oct 22
Oct 23
Oct 24
Oct 25
Oct 26
Oct 27
Oct 28
Oct 29

why it is shown

detected

public

note

evidence mix

brief1
commits6
dirty2
sessions19
voice11
checks6

dirty

0

commit

Jun 19, 02:42 PM

seen

Jul 15, 03:00 PM

latest developments
  1. Add hookline snooze and hook dedupe

    Jun 11, 07:26 PM

    hookline work focused on project implementation: add hookline snooze and hook dedupe, wip hookline steering, and set up hookline cli.

chant

fireharp/chant

public

proof summary

A recipe cache for coding agents: cache the tested method, not the answer.

activity heatmap

commitdirtysessionvoice
Oct 15
Oct 16
Oct 17
Oct 18
Oct 19
Oct 20
Oct 21
Oct 22
Oct 23
Oct 24
Oct 25
Oct 26
Oct 27
Oct 28
Oct 29

why it is shown

detected

public

note

evidence mix

brief1
commits10
dirty12
sessions8
voice4
checks7

dirty

10

commit

Jun 8, 08:56 PM

seen

Jul 15, 03:00 PM

latest developments
  1. Release publishing was tightened

    Jun 8, 08:56 PM

    chant work focused on release packaging: merge pull request #2 from fireharp/release-please--branches--master--components--chant, merge pull request #1 from fireharp/codex/hegel-verifier-mvp, verify Hegel failure artifacts, and report Hegel properties individually.

copycat

fireharp/copycat

public

proof summary

Preserve recoverable human authorship in project copy. A CLI for turning raw author material notes, voice transcripts, bullets, prior phrasing into finished short-form text — cover letters, blurbs, outreach emails, application materials — without losing your voice.

activity heatmap

commitdirtysessionvoice
Oct 15
Oct 16
Oct 17
Oct 18
Oct 19
Oct 20
Oct 21
Oct 22
Oct 23
Oct 24
Oct 25
Oct 26
Oct 27
Oct 28
Oct 29

why it is shown

detected

public

note

evidence mix

brief1
commits11
dirty32
sessions18
voice14
checks8

dirty

3

commit

Jun 4, 12:01 PM

seen

Jul 15, 03:00 PM

latest developments
  1. Documentation was clarified

    Jun 4, 12:01 PM

    copycat work focused on documentation: add local stop-slop measurement harness, tighten docs and static audits, harden scope and fix lookup races, and harden fix read failures and plateau triggers.

  2. Standalone Go work moved forward

    May 20, 01:40 AM

    copycat work focused on making the project standalone: tighten docs and static audits, harden scope and fix lookup races, harden fix read failures and plateau triggers, and harden compose bench and report messages.

github-invite-broker

fireharp/github-invite

public

proof summary

Standalone Cloudflare Worker for issuing GitHub collaborator invites through shareable links.

activity heatmap

commitdirtysessionvoice
Oct 15
Oct 16
Oct 17
Oct 18
Oct 19
Oct 20
Oct 21
Oct 22
Oct 23
Oct 24
Oct 25
Oct 26
Oct 27
Oct 28
Oct 29

why it is shown

detected

public

note

evidence mix

brief1
commits4
dirty3
sessions0
voice0
checks7

dirty

3

commit

May 22, 12:59 PM

seen

Jul 15, 03:00 PM

latest developments
  1. Standalone Go work moved forward

    May 22, 12:59 PM

    github-invite-broker work focused on making the project standalone: move deployment values out of committed docs, show target repository on invite page, add theme switcher and ops docs, and initial standalone invite broker.

overseer

fireharp/overseer

public

proof summary

A Go CLI that steers Claude Code and OpenAI Codex CLI agents by registering as their hook command. On every hook event PreToolUse, UserPromptSubmit, etc. it judges the situation against a markdown constitution + a versioned precedent ledger, then returns one of:

activity heatmap

commitdirtysessionvoice
Oct 15
Oct 16
Oct 17
Oct 18
Oct 19
Oct 20
Oct 21
Oct 22
Oct 23
Oct 24
Oct 25
Oct 26
Oct 27
Oct 28
Oct 29

why it is shown

detected

public

note

evidence mix

brief1
commits6
dirty2
sessions31
voice10
checks9

dirty

1

commit

May 15, 01:20 PM

seen

Jul 15, 03:00 PM

latest developments
  1. Add benchmark-grade ledger scenarios

    May 15, 01:20 PM

    overseer work focused on project implementation: add benchmark-grade ledger scenarios and add ledger outcome harness tests.

figma-harness

FuturHealth/figma-to-code

public

proof summary

Thin Python harness for turning Figma nodes into HTML/CSS.

activity heatmap

commitdirtysessionvoice
Oct 15
Oct 16
Oct 17
Oct 18
Oct 19
Oct 20
Oct 21
Oct 22
Oct 23
Oct 24
Oct 25
Oct 26
Oct 27
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why it is shown

detected

public

note

evidence mix

brief1
commits21
dirty2
sessions66
voice44
checks7

dirty

1

commit

May 1, 02:25 PM

seen

Jul 15, 03:00 PM

latest developments
  1. Add causal watch and stable locks

    May 1, 02:25 PM

    figma-harness work focused on project implementation: add causal watch and stable locks, flag sparse results poster regressions, reject text-contaminated product art crops, and keep completed live iterations closed.

Latent-Space DSPy Agent Prototype

fireharp/dense_llm_latent_space_agent_test

public

proof summary

Python and DSPy prototype exploring LLM pipelines that pass hidden-state tensors between planner, solver, ReACT, and chain-of-thought modules instead of serializing every intermediate step to text.

activity heatmap

commitdirtysessionvoice
Oct 15
Oct 16
Oct 17
Oct 18
Oct 19
Oct 20
Oct 21
Oct 22
Oct 23
Oct 24
Oct 25
Oct 26
Oct 27
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Oct 29

why it is shown

detected

public

note

evidence mix

brief1
commits0
dirty0
sessions0
voice0
checks0

dirty

0

commit

Aug 6, 02:27 PM

seen

Jun 3, 12:00 AM

latest developments
  1. Public research note

    Jun 3, 12:00 AM

    The project is tracked as a public research prototype around latent agent communication, token-efficient multi-step reasoning, and edge-only training over small local/open-weight models.

PML: Python-Like Directives for LLM Workflows

local project

public

proof summary

Prototype workspace for .pml files that add directive blocks such as :ask, :do, and :input to Python-like workflows, then process them through a Go parser, watcher, and LLM client into inspectable artifacts.

activity heatmap

commitdirtysessionvoice
Oct 15
Oct 16
Oct 17
Oct 18
Oct 19
Oct 20
Oct 21
Oct 22
Oct 23
Oct 24
Oct 25
Oct 26
Oct 27
Oct 28
Oct 29

why it is shown

detected

public

note

evidence mix

brief1
commits0
dirty0
sessions0
voice0
checks0

dirty

0

commit

no commit yet

seen

Jun 3, 12:00 AM

latest developments
  1. Public concept note

    Jun 3, 12:00 AM

    Prompts, responses, examples, and generated outputs become visible development artifacts rather than hidden chat state; the naming is still being consolidated across PLM, PML, and Python LLM notes.

daily timeline

Daily token charts grouped by agent and token type, plus model and project totals. Cursor includes exact reported turns, sparse historical tokens as unclassified input, and token-unavailable sessions.

checked-in timeline snapshot

timeline days

20

tokens

95.1B

sessions

1,118

dictations

818

tokens by day / agent

log scale
CodexClaudeCursor
34,366,027,570 tokens34.4B10,000,000 tokens10M2,000 tokens2,0000 tokens02026-10-10 3,304,336,770 total tokens Claude: 3,304,336,770 tokens projects: fancy garden, clever orbit, cosmic studio, playful canvas models: claude-opus-5-5, <synthetic>2026-10-11 5,456,792,812 total tokens Claude: 5,456,792,812 tokens projects: fancy garden, clever orbit, cosmic studio, bright canvas models: claude-opus-5-52026-10-12 84,169,739 total tokens Claude: 84,169,739 tokens projects: fancy garden, cosmic studio, clever orbit, steady studio models: claude-opus-5-52026-10-13 536,716,062 total tokens Claude: 536,716,062 tokens projects: clever orbit, cosmic studio, fancy garden, steady studio models: claude-opus-5-52026-10-14 2,133,841,492 total tokens Claude: 2,133,841,492 tokens projects: cosmic studio, fancy garden, clever orbit, bright canvas models: claude-opus-5-52026-10-15 738,205,376 total tokens Claude: 738,205,376 tokens projects: clever orbit, cosmic studio, fancy garden, clever harbor models: claude-opus-5-52026-10-16 8,124,587,096 total tokens Claude: 8,124,587,096 tokens projects: fancy garden, clever orbit, cosmic studio, steady studio models: claude-opus-5-5, <synthetic>2026-10-17 257,923,400 total tokens Claude: 257,923,400 tokens projects: clever orbit, fancy garden, quiet beacon, bright canvas models: claude-opus-5-52026-10-18 404,449,442 total tokens Claude: 404,449,442 tokens projects: clever orbit, fancy garden, quiet beacon, bright canvas models: claude-opus-5-52026-10-19 1,092,698,816 total tokens Claude: 1,092,698,816 tokens projects: fancy garden, clever orbit, rapid beacon, bright canvas models: claude-opus-5-52026-10-20 1,167,171,391 total tokens Codex: 444,094 tokens Claude: 1,166,727,297 tokens projects: fancy garden, rapid beacon, quiet beacon, tinkershop models: claude-opus-5-5, gpt-5.6-sol, unknown2026-10-21 9,545,368,426 total tokens Claude: 9,545,368,426 tokens projects: fancy garden, clever orbit, quiet beacon, rapid atlas models: claude-opus-5-52026-10-22 34,366,027,570 total tokens Codex: 69,873,368 tokens Claude: 34,296,154,202 tokens projects: fancy garden, rapid atlas, clever orbit, cosmic studio models: claude-opus-5-5, gpt-6.1-sol, codex-auto-review, unknown2026-10-23 6,295,725,972 total tokens Codex: 529,046,745 tokens Claude: 5,766,679,227 tokens projects: fancy garden, clever orbit, cosmic studio, quiet beacon models: claude-opus-5-5, gpt-6.1-sol, codex-auto-review, gpt-5.6-sol2026-10-24 3,828,472,065 total tokens Codex: 584,964,091 tokens Claude: 3,243,507,974 tokens projects: clever orbit, quiet beacon, tinkershop, fancy garden models: claude-opus-5-5, gpt-6.1-sol, codex-auto-review, gpt-5.6-sol2026-10-25 743,509,413 total tokens Codex: 681,575,364 tokens Claude: 61,934,049 tokens projects: quiet beacon, clever orbit, tinkershop, rapid beacon models: gpt-6.1-sol, codex-auto-review, claude-opus-5-5, gpt-5.6-sol2026-10-26 8,469,325,441 total tokens Codex: 2,173,261,485 tokens Claude: 6,296,063,956 tokens projects: fancy garden, quiet beacon, clever orbit, fancy harbor models: claude-opus-5-5, gpt-6.1-sol, codex-auto-review, gpt-5.52026-10-27 961,230,715 total tokens Codex: 742,602,748 tokens Claude: 218,627,967 tokens projects: clever orbit, quiet beacon, eager notebook, cosmic studio models: gpt-6.1-sol, claude-opus-5-5, codex-auto-review, gpt-5.6-sol2026-10-28 3,831,428,884 total tokens Codex: 1,158,232,372 tokens Claude: 2,673,196,512 tokens projects: fancy garden, cosmic studio, eager notebook, clever orbit models: claude-opus-5-5, gpt-6.1-sol, gpt-6.1-terra, codex-auto-review2026-10-29 3,764,516,701 total tokens Codex: 203,008,389 tokens Claude: 3,561,508,312 tokens projects: clever orbit, cosmic studio, fancy garden, nimble lantern models: claude-opus-5-5, gpt-6.1-sol, codex-auto-review, gpt-5.6-solOct 10Oct 20Oct 29

sessions by day / agent

log scale
CodexClaudeCursor
157 sessions15720 sessions205 sessions50 sessions02026-10-10 14 agent sessions Claude: 14 sessions projects: fancy garden, clever orbit, cosmic studio, playful canvas models: claude-opus-5-5, <synthetic>2026-10-11 81 agent sessions Claude: 81 sessions projects: fancy garden, clever orbit, cosmic studio, bright canvas models: claude-opus-5-52026-10-12 79 agent sessions Claude: 79 sessions projects: fancy garden, cosmic studio, clever orbit, steady studio models: claude-opus-5-52026-10-13 84 agent sessions Claude: 84 sessions projects: clever orbit, cosmic studio, fancy garden, steady studio models: claude-opus-5-52026-10-14 85 agent sessions Claude: 85 sessions projects: cosmic studio, fancy garden, clever orbit, bright canvas models: claude-opus-5-52026-10-15 20 agent sessions Claude: 20 sessions projects: clever orbit, cosmic studio, fancy garden, clever harbor models: claude-opus-5-52026-10-16 28 agent sessions Claude: 28 sessions projects: fancy garden, clever orbit, cosmic studio, steady studio models: claude-opus-5-5, <synthetic>2026-10-17 6 agent sessions Claude: 6 sessions projects: clever orbit, fancy garden, quiet beacon, bright canvas models: claude-opus-5-52026-10-18 8 agent sessions Claude: 8 sessions projects: clever orbit, fancy garden, quiet beacon, bright canvas models: claude-opus-5-52026-10-19 8 agent sessions Claude: 8 sessions projects: fancy garden, clever orbit, rapid beacon, bright canvas models: claude-opus-5-52026-10-20 10 agent sessions Codex: 5 sessions Claude: 5 sessions projects: fancy garden, rapid beacon, quiet beacon, tinkershop models: claude-opus-5-5, gpt-5.6-sol, unknown2026-10-21 15 agent sessions Claude: 15 sessions projects: fancy garden, clever orbit, quiet beacon, rapid atlas models: claude-opus-5-52026-10-22 61 agent sessions Codex: 36 sessions Claude: 25 sessions projects: fancy garden, rapid atlas, clever orbit, cosmic studio models: claude-opus-5-5, gpt-6.1-sol, codex-auto-review, unknown2026-10-23 101 agent sessions Codex: 88 sessions Claude: 13 sessions projects: fancy garden, clever orbit, cosmic studio, quiet beacon models: claude-opus-5-5, gpt-6.1-sol, codex-auto-review, gpt-5.6-sol2026-10-24 83 agent sessions Codex: 76 sessions Claude: 7 sessions projects: clever orbit, quiet beacon, tinkershop, fancy garden models: claude-opus-5-5, gpt-6.1-sol, codex-auto-review, gpt-5.6-sol2026-10-25 64 agent sessions Codex: 61 sessions Claude: 3 sessions projects: quiet beacon, clever orbit, tinkershop, rapid beacon models: gpt-6.1-sol, codex-auto-review, claude-opus-5-5, gpt-5.6-sol2026-10-26 95 agent sessions Codex: 78 sessions Claude: 17 sessions projects: fancy garden, quiet beacon, clever orbit, fancy harbor models: claude-opus-5-5, gpt-6.1-sol, codex-auto-review, gpt-5.52026-10-27 157 agent sessions Codex: 153 sessions Claude: 4 sessions projects: clever orbit, quiet beacon, eager notebook, cosmic studio models: gpt-6.1-sol, claude-opus-5-5, codex-auto-review, gpt-5.6-sol2026-10-28 99 agent sessions Codex: 94 sessions Claude: 5 sessions projects: fancy garden, cosmic studio, eager notebook, clever orbit models: claude-opus-5-5, gpt-6.1-sol, gpt-6.1-terra, codex-auto-review2026-10-29 20 agent sessions Codex: 13 sessions Claude: 7 sessions projects: clever orbit, cosmic studio, fancy garden, nimble lantern models: claude-opus-5-5, gpt-6.1-sol, codex-auto-review, gpt-5.6-solOct 10Oct 20Oct 29

tokens by day / type

log scale
InputUnclassified inputOutputCache createCache read
34,366,027,570 tokens34.4B10,000,000 tokens10M2,000 tokens2,0000 tokens02026-10-10 3,304,336,770 total tokens Input: 14,841 tokens Output: 5,921,949 tokens Cache create: 45,629,200 tokens Cache read: 3,252,770,780 tokens projects: fancy garden, clever orbit, cosmic studio, playful canvas models: claude-opus-5-5, <synthetic>2026-10-11 5,456,792,812 total tokens Input: 25,430 tokens Output: 8,996,064 tokens Cache create: 104,680,262 tokens Cache read: 5,343,091,056 tokens projects: fancy garden, clever orbit, cosmic studio, bright canvas models: claude-opus-5-52026-10-12 84,169,739 total tokens Input: 1,450 tokens Output: 228,285 tokens Cache create: 9,966,416 tokens Cache read: 73,973,588 tokens projects: fancy garden, cosmic studio, clever orbit, steady studio models: claude-opus-5-52026-10-13 536,716,062 total tokens Input: 4,596 tokens Output: 1,663,133 tokens Cache create: 21,241,298 tokens Cache read: 513,807,035 tokens projects: clever orbit, cosmic studio, fancy garden, steady studio models: claude-opus-5-52026-10-14 2,133,841,492 total tokens Input: 12,510 tokens Output: 5,139,820 tokens Cache create: 35,817,629 tokens Cache read: 2,092,871,533 tokens projects: cosmic studio, fancy garden, clever orbit, bright canvas models: claude-opus-5-52026-10-15 738,205,376 total tokens Input: 5,586 tokens Output: 2,714,540 tokens Cache create: 17,736,106 tokens Cache read: 717,749,144 tokens projects: clever orbit, cosmic studio, fancy garden, clever harbor models: claude-opus-5-52026-10-16 8,124,587,096 total tokens Input: 38,036 tokens Output: 17,057,447 tokens Cache create: 144,761,423 tokens Cache read: 7,962,730,190 tokens projects: fancy garden, clever orbit, cosmic studio, steady studio models: claude-opus-5-5, <synthetic>2026-10-17 257,923,400 total tokens Input: 2,124 tokens Output: 949,869 tokens Cache create: 8,607,265 tokens Cache read: 248,364,142 tokens projects: clever orbit, fancy garden, quiet beacon, bright canvas models: claude-opus-5-52026-10-18 404,449,442 total tokens Input: 2,930 tokens Output: 1,515,752 tokens Cache create: 15,290,183 tokens Cache read: 387,640,577 tokens projects: clever orbit, fancy garden, quiet beacon, bright canvas models: claude-opus-5-52026-10-19 1,092,698,816 total tokens Input: 6,094 tokens Output: 3,681,974 tokens Cache create: 48,330,427 tokens Cache read: 1,040,680,321 tokens projects: fancy garden, clever orbit, rapid beacon, bright canvas models: claude-opus-5-52026-10-20 1,167,171,391 total tokens Input: 72,324 tokens Output: 2,717,526 tokens Cache create: 37,466,135 tokens Cache read: 1,126,915,406 tokens projects: fancy garden, rapid beacon, quiet beacon, tinkershop models: claude-opus-5-5, gpt-5.6-sol, unknown2026-10-21 9,545,368,426 total tokens Input: 44,892 tokens Output: 14,400,566 tokens Cache create: 176,936,074 tokens Cache read: 9,353,986,894 tokens projects: fancy garden, clever orbit, quiet beacon, rapid atlas models: claude-opus-5-52026-10-22 34,366,027,570 total tokens Input: 2,371,469 tokens Output: 58,526,692 tokens Cache create: 300,257,682 tokens Cache read: 34,004,871,727 tokens projects: fancy garden, rapid atlas, clever orbit, cosmic studio models: claude-opus-5-5, gpt-6.1-sol, codex-auto-review, unknown2026-10-23 6,295,725,972 total tokens Input: 12,091,850 tokens Output: 13,445,162 tokens Cache create: 157,250,081 tokens Cache read: 6,112,938,879 tokens projects: fancy garden, clever orbit, cosmic studio, quiet beacon models: claude-opus-5-5, gpt-6.1-sol, codex-auto-review, gpt-5.6-sol2026-10-24 3,828,472,065 total tokens Input: 14,796,401 tokens Output: 6,881,696 tokens Cache create: 64,497,651 tokens Cache read: 3,742,296,317 tokens projects: clever orbit, quiet beacon, tinkershop, fancy garden models: claude-opus-5-5, gpt-6.1-sol, codex-auto-review, gpt-5.6-sol2026-10-25 743,509,413 total tokens Input: 15,696,857 tokens Output: 1,116,929 tokens Cache create: 1,040,877 tokens Cache read: 725,654,750 tokens projects: quiet beacon, clever orbit, tinkershop, rapid beacon models: gpt-6.1-sol, codex-auto-review, claude-opus-5-5, gpt-5.6-sol2026-10-26 8,469,325,441 total tokens Input: 32,939,948 tokens Output: 15,844,763 tokens Cache create: 193,871,685 tokens Cache read: 8,226,669,045 tokens projects: fancy garden, quiet beacon, clever orbit, fancy harbor models: claude-opus-5-5, gpt-6.1-sol, codex-auto-review, gpt-5.52026-10-27 961,230,715 total tokens Input: 19,655,429 tokens Output: 1,973,297 tokens Cache create: 1,870,618 tokens Cache read: 937,731,371 tokens projects: clever orbit, quiet beacon, eager notebook, cosmic studio models: gpt-6.1-sol, claude-opus-5-5, codex-auto-review, gpt-5.6-sol2026-10-28 3,831,428,884 total tokens Input: 20,315,222 tokens Output: 7,826,349 tokens Cache create: 80,615,298 tokens Cache read: 3,722,672,015 tokens projects: fancy garden, cosmic studio, eager notebook, clever orbit models: claude-opus-5-5, gpt-6.1-sol, gpt-6.1-terra, codex-auto-review2026-10-29 3,764,516,701 total tokens Input: 2,454,520 tokens Output: 7,992,277 tokens Cache create: 67,056,280 tokens Cache read: 3,687,013,624 tokens projects: clever orbit, cosmic studio, fancy garden, nimble lantern models: claude-opus-5-5, gpt-6.1-sol, codex-auto-review, gpt-5.6-solOct 10Oct 20Oct 29

recent daily bars

log scalenewest first

Oct 29

6 projects

codex13s203M tokclaude7s3.6B toktinkershop2egit17e

Validation work moved forward

A private project advanced validation, performance, and observability.

Reliability work moved forward

A private project advanced validation, performance, and automation.

tokens

3.8B

cache

3.7B

unclassified

0

voice

0

contexts

0

Oct 28

13 projects

codex94s1.2B tokclaude5s2.7B tokmumbli150etinkershop3egit79e

Release work moved forward

A private project advanced delivery workflows, data quality, and usability.

Interface work moved forward

A private project advanced usability, workflow improvements, and observability.

tokens

3.8B

cache

3.7B

unclassified

0

voice

65

contexts

85

Oct 27

13 projects

codex153s742.6M tokclaude4s218.6M tokmumbli180etinkershop4egit46e

Reliability work moved forward

A private project advanced validation, compatibility, and security.

Integration work moved forward

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tokens

961.2M

cache

937.7M

unclassified

0

voice

38

contexts

142

Oct 26

13 projects

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Release work moved forward

A private project advanced release readiness, observability, and delivery workflows.

Documentation work moved forward

A private project advanced documentation and review support.

tokens

8.5B

cache

8.2B

unclassified

0

voice

22

contexts

71

Oct 25

8 projects

codex61s681.6M tokclaude3s61.9M toktinkershop4egit26e

Infrastructure work moved forward

A private project advanced compatibility, validation, and automation.

Release work moved forward

A private project advanced delivery workflows, workflow improvements, and documentation.

tokens

743.5M

cache

725.7M

unclassified

0

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0

contexts

0

Oct 24

7 projects

codex76s585M tokclaude7s3.2B tokmumbli65etinkershop2egit20e

Reliability work moved forward

A private project advanced compatibility, validation, and observability.

Release work moved forward

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tokens

3.8B

cache

3.7B

unclassified

0

voice

14

contexts

51

Oct 23

10 projects

codex88s529M tokclaude13s5.8B tokmumbli73etinkershop6egit86e

Reliability work moved forward

A private project advanced automation, usability, and validation.

Reliability work moved forward

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6.3B

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6.1B

unclassified

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12

contexts

61

Oct 22

12 projects

codex36s69.9M tokclaude25s34.3B tokmumbli82etinkershop3egit73e

Data quality work moved forward

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Release work moved forward

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tokens

34.4B

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27

contexts

55

Oct 21

7 projects

claude15s9.5B tokmumbli30egit48e

tokens

9.5B

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9.4B

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voice

19

contexts

11

Oct 20

7 projects

codex5s444.1K tokclaude5s1.2B tokmumbli19etinkershop2egit61e

Release work moved forward

A private project advanced delivery workflows, security, and release readiness.

Infrastructure work moved forward

A private project advanced security, compatibility, and validation.

tokens

1.2B

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1.1B

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16

contexts

3

Oct 19

5 projects

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1.1B

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1B

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79

contexts

7

Oct 18

5 projects

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Validation work moved forward

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tokens

404.4M

cache

387.6M

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40

contexts

6

Oct 17

5 projects

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tokens

257.9M

cache

248.4M

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0

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52

contexts

3

Oct 16

9 projects

claude28s8.1B tokmumbli81egit236e

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8.1B

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8B

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70

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11

Oct 15

47 projects

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Implementation work moved forward

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Interface work moved forward

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tokens

738.2M

cache

717.7M

unclassified

0

voice

77

contexts

32

Oct 14

48 projects

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Reliability work moved forward

A private project advanced compatibility and usability.

Integration work moved forward

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tokens

2.1B

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2.1B

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176

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43

Oct 13

39 projects

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Reliability work moved forward

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tokens

536.7M

cache

513.8M

unclassified

0

voice

105

contexts

36

Oct 12

23 projects

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Release work moved forward

A private project advanced delivery workflows, validation, and usability.

Implementation work moved forward

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tokens

84.2M

cache

74M

unclassified

0

voice

0

contexts

0