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.

similar to gitOps

example workflows: - store all projects' agent configs in one repo - CD agents' configs w/o touching projects – similar how you deliver infra updates

fireharp · Jun 2, 2026

public projects

15

public notes

13

agent sessions

471

commits

85

dirty signals

147

voice context

132

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

coherence

fireharp/coherence

public

proof summary

Git-native drift detector for agent-assisted repositories.

activity heatmap

commitdirtysessionvoice
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why it is shown

detected

public

note

evidence mix

brief1
commits0
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dirty

36

commit

Jun 19, 02:40 PM

seen

Aug 17, 07:01 AM

latest developments

No curated development notes yet.

tinkershop

fireharp/tinkershop

public

proof summary

Local-first project activity detector.

activity heatmap

commitdirtysessionvoice
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why it is shown

detected

public

note

evidence mix

brief1
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checks0

dirty

39

commit

Jun 3, 02:53 PM

seen

Aug 14, 07:03 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
Aug 3
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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
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why it is shown

detected

public

note

evidence mix

brief1
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sessions9
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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
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why it is shown

detected

public

note

evidence mix

brief1
commits11
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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
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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
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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.

BitGN

fireharp/bitgn

public

make it to prod

https://bitgn.com/l/ecom1-prod ^ todo

fireharp · Jun 2, 2026

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
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why it is shown

detected

public

note

evidence mix

brief1
commits1
dirty76
sessions109
voice1
checks5

dirty

155

commit

Jun 13, 12:40 PM

seen

Jul 15, 03:00 PM

latest developments

No curated development notes yet.

chant

fireharp/chant

public

proof summary

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

activity heatmap

commitdirtysessionvoice
Aug 3
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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
Aug 3
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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
Aug 3
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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
Aug 3
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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
Aug 3
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why it is shown

detected

public

note

evidence mix

brief1
commits21
dirty2
sessions66
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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
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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
Aug 3
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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

16

tokens

135.7B

sessions

771

dictations

327

tokens by day / agent

log scale
CodexClaudeCursor
51,158,332,685 tokens51.2B10,000,000 tokens10M5,000 tokens5,0000 tokens02026-07-31 1,430,875,913 total tokens Codex: 116,626,206 tokens Claude: 1,314,249,707 tokens projects: fancy garden, playful lantern, clever comet, tinkershop models: claude-fable-5, gpt-5.6-sol, gpt-5.6-terra, codex-auto-review2026-08-01 5,611,342 total tokens Codex: 5,611,342 tokens projects: rapid harbor, tinkershop models: gpt-5.6-sol, codex-auto-review2026-08-02 124,197,892 total tokens Codex: 55,753,516 tokens Claude: 68,444,376 tokens projects: rapid harbor, clever comet, clever atlas, rapid forge models: claude-fable-5, gpt-5.6-sol, gpt-5.6-terra, codex-auto-review2026-08-03 2,069,561,984 total tokens Codex: 1,985,610,717 tokens Claude: 83,951,267 tokens projects: clever atlas, steady forge, steady garden, tinkershop models: gpt-5.6-sol, claude-sonnet-5, codex-auto-review, gpt-5.6-terra2026-08-04 4,972,840,925 total tokens Codex: 3,800,840,450 tokens Claude: 1,172,000,475 tokens projects: clever atlas, steady beacon, fancy garden, clever comet models: gpt-5.6-sol, claude-fable-5, claude-opus-5, codex-auto-review2026-08-05 2,695,853,329 total tokens Codex: 1,766,330,993 tokens Claude: 929,522,336 tokens projects: steady beacon, fancy garden, clever atlas, clever comet models: gpt-5.6-sol, claude-fable-5, codex-auto-review, gpt-5.6-terra2026-08-06 1,126,610,725 total tokens Codex: 1,114,479,975 tokens Claude: 12,130,750 tokens projects: steady beacon, tinkershop, eager forge, clever comet models: gpt-5.6-sol, codex-auto-review, claude-opus-5, gpt-5.6-terra2026-08-07 10,835,113,149 total tokens Codex: 10,835,113,149 tokens projects: steady beacon, tinkershop, nimble forge, eager forge models: gpt-5.6-sol, unknown, codex-auto-review2026-08-08 0 total tokens projects: clever comet2026-08-09 0 total tokens2026-08-10 0 total tokens2026-08-11 1,021,480,446 total tokens Codex: 1,021,480,446 tokens projects: fancy garden, steady beacon, tinkershop, clever comet models: gpt-5.6-sol, codex-auto-review2026-08-12 39,997,248,911 total tokens Codex: 39,997,248,911 tokens projects: fancy garden, steady beacon, tinkershop, clever comet models: gpt-5.6-sol, codex-auto-review2026-08-13 51,158,332,685 total tokens Codex: 51,005,206,114 tokens Claude: 153,126,571 tokens projects: fancy garden, rapid canvas, tinkershop, nimble forge models: gpt-5.6-sol, codex-auto-review, claude-opus-52026-08-14 1,753,235,230 total tokens Codex: 745,055,953 tokens Claude: 1,008,179,277 tokens projects: steady beacon, coherence, rapid beacon, careful studio models: gpt-5.6-sol, claude-fable-5, claude-opus-5, codex-auto-review2026-08-15 6,389,913,311 total tokens Codex: 5,853,208,490 tokens Claude: 536,704,821 tokens projects: steady beacon, nimble forge, tinkershop, rapid canvas models: gpt-5.6-sol, claude-opus-5, codex-auto-review2026-08-16 12,008,584,964 total tokens Codex: 10,298,567,478 tokens Claude: 1,710,017,486 tokens projects: steady beacon, nimble forge, tinkershop, rapid canvas models: gpt-5.6-sol, claude-opus-5, codex-auto-review, unknown2026-08-17 83,650,230 total tokens Codex: 83,650,230 tokens projects: steady beacon, tinkershop, rapid canvas, rapid beacon models: codex-auto-review, gpt-5.6-solJul 31Aug 9Aug 17

sessions by day / agent

log scale
CodexClaudeCursor
139 sessions13920 sessions205 sessions50 sessions02026-07-31 21 agent sessions Codex: 16 sessions Claude: 5 sessions projects: fancy garden, playful lantern, clever comet, tinkershop models: claude-fable-5, gpt-5.6-sol, gpt-5.6-terra, codex-auto-review2026-08-01 6 agent sessions Codex: 6 sessions projects: rapid harbor, tinkershop models: gpt-5.6-sol, codex-auto-review2026-08-02 18 agent sessions Codex: 16 sessions Claude: 2 sessions projects: rapid harbor, clever comet, clever atlas, rapid forge models: claude-fable-5, gpt-5.6-sol, gpt-5.6-terra, codex-auto-review2026-08-03 52 agent sessions Codex: 51 sessions Claude: 1 sessions projects: clever atlas, steady forge, steady garden, tinkershop models: gpt-5.6-sol, claude-sonnet-5, codex-auto-review, gpt-5.6-terra2026-08-04 58 agent sessions Codex: 53 sessions Claude: 5 sessions projects: clever atlas, steady beacon, fancy garden, clever comet models: gpt-5.6-sol, claude-fable-5, claude-opus-5, codex-auto-review2026-08-05 48 agent sessions Codex: 46 sessions Claude: 2 sessions projects: steady beacon, fancy garden, clever atlas, clever comet models: gpt-5.6-sol, claude-fable-5, codex-auto-review, gpt-5.6-terra2026-08-06 54 agent sessions Codex: 53 sessions Claude: 1 sessions projects: steady beacon, tinkershop, eager forge, clever comet models: gpt-5.6-sol, codex-auto-review, claude-opus-5, gpt-5.6-terra2026-08-07 78 agent sessions Codex: 78 sessions projects: steady beacon, tinkershop, nimble forge, eager forge models: gpt-5.6-sol, unknown, codex-auto-review2026-08-08 0 agent sessions projects: clever comet2026-08-09 0 agent sessions2026-08-10 0 agent sessions2026-08-11 56 agent sessions Codex: 56 sessions projects: fancy garden, steady beacon, tinkershop, clever comet models: gpt-5.6-sol, codex-auto-review2026-08-12 139 agent sessions Codex: 139 sessions projects: fancy garden, steady beacon, tinkershop, clever comet models: gpt-5.6-sol, codex-auto-review2026-08-13 99 agent sessions Codex: 88 sessions Claude: 11 sessions projects: fancy garden, rapid canvas, tinkershop, nimble forge models: gpt-5.6-sol, codex-auto-review, claude-opus-52026-08-14 50 agent sessions Codex: 39 sessions Claude: 11 sessions projects: steady beacon, coherence, rapid beacon, careful studio models: gpt-5.6-sol, claude-fable-5, claude-opus-5, codex-auto-review2026-08-15 41 agent sessions Codex: 40 sessions Claude: 1 sessions projects: steady beacon, nimble forge, tinkershop, rapid canvas models: gpt-5.6-sol, claude-opus-5, codex-auto-review2026-08-16 48 agent sessions Codex: 45 sessions Claude: 3 sessions projects: steady beacon, nimble forge, tinkershop, rapid canvas models: gpt-5.6-sol, claude-opus-5, codex-auto-review, unknown2026-08-17 3 agent sessions Codex: 3 sessions projects: steady beacon, tinkershop, rapid canvas, rapid beacon models: codex-auto-review, gpt-5.6-solJul 31Aug 9Aug 17

tokens by day / type

log scale
InputUnclassified inputOutputCache createCache read
51,158,332,685 tokens51.2B10,000,000 tokens10M5,000 tokens5,0000 tokens02026-07-31 1,430,875,913 total tokens Input: 5,182,102 tokens Output: 3,570,571 tokens Cache create: 30,518,951 tokens Cache read: 1,391,604,289 tokens projects: fancy garden, playful lantern, clever comet, tinkershop models: claude-fable-5, gpt-5.6-sol, gpt-5.6-terra, codex-auto-review2026-08-01 5,611,342 total tokens Input: 421,264 tokens Output: 32,702 tokens Cache read: 5,157,376 tokens projects: rapid harbor, tinkershop models: gpt-5.6-sol, codex-auto-review2026-08-02 124,197,892 total tokens Input: 3,477,704 tokens Output: 622,763 tokens Cache create: 2,624,638 tokens Cache read: 117,472,787 tokens projects: rapid harbor, clever comet, clever atlas, rapid forge models: claude-fable-5, gpt-5.6-sol, gpt-5.6-terra, codex-auto-review2026-08-03 2,069,561,984 total tokens Input: 40,345,392 tokens Output: 7,100,893 tokens Cache create: 1,926,743 tokens Cache read: 2,020,188,956 tokens projects: clever atlas, steady forge, steady garden, tinkershop models: gpt-5.6-sol, claude-sonnet-5, codex-auto-review, gpt-5.6-terra2026-08-04 4,972,840,925 total tokens Input: 94,572,344 tokens Output: 12,714,029 tokens Cache create: 13,716,533 tokens Cache read: 4,851,838,019 tokens projects: clever atlas, steady beacon, fancy garden, clever comet models: gpt-5.6-sol, claude-fable-5, claude-opus-5, codex-auto-review2026-08-05 2,695,853,329 total tokens Input: 45,163,163 tokens Output: 5,863,958 tokens Cache create: 14,162,111 tokens Cache read: 2,630,664,097 tokens projects: steady beacon, fancy garden, clever atlas, clever comet models: gpt-5.6-sol, claude-fable-5, codex-auto-review, gpt-5.6-terra2026-08-06 1,126,610,725 total tokens Input: 56,333,650 tokens Output: 3,731,456 tokens Cache create: 345,737 tokens Cache read: 1,066,199,882 tokens projects: steady beacon, tinkershop, eager forge, clever comet models: gpt-5.6-sol, codex-auto-review, claude-opus-5, gpt-5.6-terra2026-08-07 10,835,113,149 total tokens Input: 401,962,224 tokens Output: 23,059,917 tokens Cache read: 10,410,091,008 tokens projects: steady beacon, tinkershop, nimble forge, eager forge models: gpt-5.6-sol, unknown, codex-auto-review2026-08-08 0 total tokens projects: clever comet2026-08-09 0 total tokens2026-08-10 0 total tokens2026-08-11 1,021,480,446 total tokens Input: 30,126,825 tokens Output: 3,589,141 tokens Cache read: 987,764,480 tokens projects: fancy garden, steady beacon, tinkershop, clever comet models: gpt-5.6-sol, codex-auto-review2026-08-12 39,997,248,911 total tokens Input: 576,960,285 tokens Output: 64,648,946 tokens Cache read: 39,355,639,680 tokens projects: fancy garden, steady beacon, tinkershop, clever comet models: gpt-5.6-sol, codex-auto-review2026-08-13 51,158,332,685 total tokens Input: 752,835,628 tokens Output: 73,561,379 tokens Cache create: 8,249,645 tokens Cache read: 50,323,686,033 tokens projects: fancy garden, rapid canvas, tinkershop, nimble forge models: gpt-5.6-sol, codex-auto-review, claude-opus-52026-08-14 1,753,235,230 total tokens Input: 26,026,895 tokens Output: 5,092,966 tokens Cache create: 25,543,644 tokens Cache read: 1,696,571,725 tokens projects: steady beacon, coherence, rapid beacon, careful studio models: gpt-5.6-sol, claude-fable-5, claude-opus-5, codex-auto-review2026-08-15 6,389,913,311 total tokens Input: 105,722,212 tokens Output: 14,212,215 tokens Cache create: 11,418,218 tokens Cache read: 6,258,560,666 tokens projects: steady beacon, nimble forge, tinkershop, rapid canvas models: gpt-5.6-sol, claude-opus-5, codex-auto-review2026-08-16 12,008,584,964 total tokens Input: 187,876,851 tokens Output: 24,232,889 tokens Cache create: 24,127,707 tokens Cache read: 11,772,347,517 tokens projects: steady beacon, nimble forge, tinkershop, rapid canvas models: gpt-5.6-sol, claude-opus-5, codex-auto-review, unknown2026-08-17 83,650,230 total tokens Input: 10,209,249 tokens Output: 51,413 tokens Cache read: 73,389,568 tokens projects: steady beacon, tinkershop, rapid canvas, rapid beacon models: codex-auto-review, gpt-5.6-solJul 31Aug 9Aug 17

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