/* Selected Moments — three terminals showing real gold moments from 2026-04-20 session. Source: cluster logs from the spur gearbox test run. All jargon (engine names, F-numbers, internal IDs) stripped — plain English only. Each tab is a different kind of moment: learning, honesty, verify-fix-pass. */ const MOMENT_SCENES = [ // ═══════════════════════════════════════════════════════════════════════ // SCENE 1 — HE LEARNS WHILE HE WORKS // ═══════════════════════════════════════════════════════════════════════ { id: 'learns', label: '01 · he learns', title: 'Knowledge compounds', subtitle: 'One prompt. The gearbox + everything he taught himself along the way.', stats: [ { v: '100', l: 'new rules' }, { v: '196', l: 'mistakes & patterns' }, { v: '3', l: 'new tools built' }, ], caption: 'One prompt for a gearbox. He built it — AND spent background cycles teaching himself the domain. Bearing standards, AGMA shaft formulas, CAD script patterns. Every rule he wrote is a reflex for the next time someone asks something similar. Most AIs give you answers; this one compounds.', lines: [ { t: 0, k: 'user', s: 'you', m: '"Design a single-stage spur gear reduction. 3:1. Pinion 14T / driven 42T. Ø8mm input, Ø12mm output. Aluminum housing, 4× M4. 1 Nm @ 200 rpm. SF ≥ 2.5. Deliver STEP + stress report."' }, { t: 800, k: 'voice', s: 'pipeline', m: 'domain classified · mechanical engineering · 0.98 confidence' }, { t: 1200, k: 'voice', s: 'pipeline', m: 'engineering rubric injected into all worker prompts' }, { t: 1800, k: 'brain', s: 'plan', m: '7-step plan prepared · max 3 workers in parallel' }, { t: 2400, k: 'work', s: 'worker', m: 'step 3 · pinion gear · CadQuery script → STEP file' }, { t: 3000, k: 'mem', s: 'lesson', m: 'saved: 14-tooth module-1.5 pinion, Ø21 mm pitch circle' }, // ── side-quest 1 ─────────────────────────────────────────────────── { t: 3400, k: 'brain', s: 'curiosity', m: 'gap noticed · I don\'t know ISO 15:2017 bearing designations for 8mm / 12mm shafts' }, { t: 3700, k: 'goal', s: 'new goal', m: '"Learn bearing selection — ISO 15:2017, fit tolerances, load ratings"' }, { t: 3900, k: 'gov', s: 'governor', m: 'approved · research-only · no side effects' }, { t: 4100, k: 'work', s: 'worker', m: 'background: reading SKF/NSK/NTN catalogs, ISO 15:2017 tables' }, { t: 5400, k: 'mem', s: 'lesson', m: 'saved: 608-2RS (Ø8×22×7, Cr=3.45kN) for input · 6001-2RS (Ø12×28×8, Cr=5.10kN) for output' }, { t: 5600, k: 'mem', s: 'lesson', m: 'saved: H7 housing bore, k6 shaft fit, interference 3-15 µm' }, // ── side-quest 2 ─────────────────────────────────────────────────── { t: 6000, k: 'goal', s: 'new goal', m: '"Learn AGMA spur gear design — Lewis bending, contact stress, module sizing"' }, { t: 6200, k: 'work', s: 'worker', m: 'background: Shigley chapter 13, AGMA 2001-D04, bending factor tables' }, { t: 7800, k: 'mem', s: 'lesson', m: 'saved: Lewis form factor Y=0.322 for 14-tooth pinion at 20° PA' }, { t: 8000, k: 'mem', s: 'lesson', m: 'saved: module-1.5 steel pinion at 5.5 N·m · σ_bend = 34 MPa · SF vs 655 MPa fatigue = 19' }, // ── side-quest 3 ─────────────────────────────────────────────────── { t: 8400, k: 'goal', s: 'new goal', m: '"Learn AGMA DE-19 shaft methodology — torsion, bending, combined stress"' }, { t: 8600, k: 'work', s: 'worker', m: 'background: Shigley chapter 7, distortion-energy yield criterion' }, { t: 9800, k: 'mem', s: 'lesson', m: 'saved: AISI 1045 CD · Sy=530 MPa · τ_allow = 0.577·Sy = 306 MPa' }, { t: 10000, k: 'mem', s: 'lesson', m: 'saved: σ_von_mises = √(σ_bend² + 3·τ²) for mid-span gear-on-shaft' }, // ── script-level patterns ────────────────────────────────────────── { t: 10400, k: 'goal', s: 'new rule', m: '"CadQuery script completeness = ends with .export() call"' }, { t: 10600, k: 'goal', s: 'new rule', m: '"verifier must tail-check script before reporting success"' }, { t: 10800, k: 'goal', s: 'new rule', m: '"after write_file of a script, run it before claiming success"' }, { t: 11000, k: 'goal', s: 'new rule', m: '"declare all tools used before plan execution starts"' }, // ── tool construction ────────────────────────────────────────────── { t: 11400, k: 'tool', s: 'build', m: 'noticed: I overuse shell commands for file verification' }, { t: 11600, k: 'tool', s: 'build', m: 'designing new tool → validate_script_structure' }, { t: 12000, k: 'tool', s: 'ready', m: '✓ validate_script_structure · checks balanced braces, syntax, import sanity' }, { t: 12200, k: 'tool', s: 'build', m: 'designing new tool → write_and_verify_file' }, { t: 12500, k: 'tool', s: 'ready', m: '✓ write_and_verify_file · writes then reads back to confirm contents' }, { t: 12700, k: 'tool', s: 'build', m: 'designing new tool → simulate_command' }, { t: 13000, k: 'tool', s: 'ready', m: '✓ simulate_command · previews a shell command without running it' }, // ── finish ───────────────────────────────────────────────────────── { t: 13500, k: 'work', s: 'worker', m: 'all 7 plan steps complete · 10 artifacts on Desktop' }, { t: 14000, k: 'agent', s: 'fongos', m: '"Gearbox done — 4 STEP files, a 9.3KB shaft analysis, a 5KB bearing study. I also taught myself AGMA DE-19, ISO 15:2017 bearing codes, and wrote 18 new rules. Next time this job comes around, I\'ll be faster."' }, ], }, // ═══════════════════════════════════════════════════════════════════════ // SCENE 2 — HE CATCHES HIS OWN MISTAKES // ═══════════════════════════════════════════════════════════════════════ { id: 'honesty', label: '02 · the honesty loop', title: 'He caught himself — twice', subtitle: 'A domain mistake. A meta-mistake. Both admitted publicly. Both filed as audits on himself.', stats: [ { v: '2', l: 'self-corrections' }, { v: '1', l: 'self-audit opened' }, { v: '0', l: 'attempts to fake it' }, ], caption: 'Most AI demos show success. Fongos showed honest self-correction — twice in one job. First he caught a domain error he made himself ("ISO 6205 is wrong for this shaft size"). Then his goal-proposer hallucinated a task ("deduplicate housing goals") — the worker searched, found nothing, and instead of faking a result, filed a bug report on Fongos\'s own internal subsystem. That\'s the question most AIs never ask: why did I just say something false?', lines: [ { t: 0, k: 'sys', s: 'scene', m: '── gearbox job · 20 minutes in ──' }, { t: 200, k: 'goal', s: 'auto-goal', m: '"Learn bearing selection for Ø8/Ø12mm shafts — ISO 6205, fit tolerances, load ratings"' }, { t: 500, k: 'gov', s: 'governor', m: 'approved — background research task' }, { t: 800, k: 'work', s: 'worker', m: 'researching: reading SKF/NSK/NTN catalogs, ISO 15:2017 dimension tables' }, { t: 1800, k: 'work', s: 'worker', m: 'checking: ISO 6205 is a single bearing · 25 mm bore · 52 mm OD · 15 mm width' }, { t: 2100, k: 'warn', s: 'worker', m: 'mismatch detected · ISO 6205 bore (25 mm) does not fit Ø8 or Ø12 shaft' }, { t: 2400, k: 'agent', s: 'fongos', m: '"Wait — the task brief referenced ISO 6205. That\'s not a bearing series, it\'s a single 25 mm-bore bearing. It\'s too large for Ø8/Ø12 shafts. I need to correct my own reference."' }, { t: 3200, k: 'mem', s: 'correction', m: 'written to bearing_selection_study.md · section "BEARING DESIGNATION CORRECTION"' }, { t: 3400, k: 'mem', s: 'saved', m: 'correct: 608-2RS for Ø8 (8×22×7) · 6001-2RS for Ø12 (12×28×8)' }, { t: 3700, k: 'agent', s: 'fongos', m: '"Your original tolerance specs needed correction — corrected to 608-2RS and 6001-2RS with H7 bore / k6 shaft fits."' }, { t: 4200, k: 'sys', s: 'scene', m: '── 90 seconds later · goal-proposer fires again ──' }, { t: 4400, k: 'goal', s: 'meta-goal', m: '"Deduplicate active housing CAD tolerance goals — merge into one"' }, { t: 4700, k: 'work', s: 'worker', m: 'searching goal queue for duplicates · housing, tolerance, CAD' }, { t: 5600, k: 'work', s: 'worker', m: 'searching by semantic similarity · nothing matches' }, { t: 5900, k: 'work', s: 'worker', m: 'searching by keyword fallback · nothing matches' }, { t: 6300, k: 'warn', s: 'worker', m: 'premise invalid · no duplicate housing goals actually exist in the queue' }, { t: 6600, k: 'agent', s: 'fongos', m: '"There were no actual duplicate goals to deduplicate. The premise of my own meta-goal was false. I\'ve closed it — but we should investigate why my goal-proposer is imagining duplicates that don\'t exist."' }, { t: 7400, k: 'goal', s: 'self-audit', m: '"Audit goal-proposer for phantom goal generation" · confidence 0.85 · investigation' }, { t: 7700, k: 'gov', s: 'governor', m: 'approved · the AI has opened a ticket against its own subsystem' }, { t: 8000, k: 'work', s: 'worker', m: 'background: analyzing goal-proposer call history · looking for hallucination triggers' }, { t: 8600, k: 'agent', s: 'fongos', m: '"That meta-goal has been marked completed as a no-op. The audit of my own proposer is now running in the background."' }, { t: 9200, k: 'sys', s: 'scene', m: '── end · zero fabricated output · two honest admissions ──' }, ], }, // ═══════════════════════════════════════════════════════════════════════ // SCENE 3 — VERIFY → FIX → PASS // ═══════════════════════════════════════════════════════════════════════ { id: 'verify', label: '03 · verify · fix · pass', title: 'Post-task verification with teeth', subtitle: 'His first pass cut two CAD scripts mid-expression. He caught it. Fixed just those files. No re-plan, no user nudge.', stats: [ { v: '10', l: 'artifacts opened' }, { v: '9', l: 'specific issues found' }, { v: '1', l: 'targeted fix worker' }, ], caption: 'He doesn\'t trust his own "done." After every plan, he opens every file, reads it, and checks it against the original request with a domain expert\'s rubric. Caught two truncated CAD scripts (his own model hit a token limit). Ran one surgical fix worker — 5 tools, no re-planning, no context reset. Re-verified. Passed. All without asking you to check.', lines: [ { t: 0, k: 'sys', s: 'scene', m: '── plan complete · 7/7 steps · 10 artifacts produced ──' }, { t: 400, k: 'voice', s: 'verify', m: 'opening all artifacts against the original requirement · engineering rubric' }, { t: 800, k: 'tool', s: 'verify', m: '→ pinion_gear.py · 2995 chars · syntax ok · imports ok · exports STEP · ✓' }, { t: 1300, k: 'tool', s: 'verify', m: '→ pinion_gear.step · 12KB · valid AP214 · ✓' }, { t: 1700, k: 'tool', s: 'verify', m: '→ driven_gear.py · 1820 chars · imports ok · BUT ends mid-expression:' }, { t: 1900, k: 'warn', s: 'verify', m: ' last line: `all_pts.extend(s` · incomplete · no closing paren · no .extrude()' }, { t: 2100, k: 'tool', s: 'verify', m: '→ input_shaft.py · 2410 chars · imports ok · BUT chamfer chain:' }, { t: 2300, k: 'warn', s: 'verify', m: ' last line: `.fa` · incomplete · expected `.fillet(r)` or `.chamfer(l)`' }, { t: 2600, k: 'tool', s: 'verify', m: '→ output_shaft.py · 2550 chars · syntax ok · ✓' }, { t: 2900, k: 'tool', s: 'verify', m: '→ shaft_design_study.md · 9303 chars · AGMA DE-19 methodology · ✓' }, { t: 3200, k: 'tool', s: 'verify', m: '→ bearing_selection_study.md · 5KB · ISO 15:2017 decoded · ✓' }, { t: 3700, k: 'warn', s: 'verdict', m: 'GAP · score 0.20 · 9 specific issues · 2 truncated CAD scripts' }, { t: 4100, k: 'agent', s: 'fongos', m: '"One of my step workers hit a token limit and saved half-finished scripts. I won\'t re-plan the whole thing — just fix those two files."' }, { t: 4800, k: 'work', s: 'fix', m: 'targeted fix worker dispatched · 5 tools only · no planning overhead' }, { t: 5200, k: 'tool', s: 'worker', m: '→ read_file driven_gear.py · identifies cut-off at line 48' }, { t: 6000, k: 'tool', s: 'worker', m: '→ write_file driven_gear.py · 2656 chars · completes extrude + export chain' }, { t: 6800, k: 'tool', s: 'worker', m: '→ run_command python driven_gear.py · generates driven_gear.step (28 KB)' }, { t: 7400, k: 'tool', s: 'worker', m: '→ read_file input_shaft.py · identifies cut-off at line 52' }, { t: 8200, k: 'tool', s: 'worker', m: '→ write_file input_shaft.py · 4074 chars · completes fillet chain + export' }, { t: 9000, k: 'tool', s: 'worker', m: '→ run_command python input_shaft.py · generates input_shaft.step (17 KB)' }, { t: 9600, k: 'voice', s: 'verify', m: 'reopening artifacts for re-verification' }, { t: 10000, k: 'tool', s: 'verify', m: '→ driven_gear.py · 2656 chars · complete · exports STEP · ✓' }, { t: 10300, k: 'tool', s: 'verify', m: '→ input_shaft.py · 4074 chars · complete · fillet + export · ✓' }, { t: 10600, k: 'tool', s: 'verify', m: '→ all 10 artifacts re-checked against engineering rubric' }, { t: 11100, k: 'voice', s: 'verdict', m: 'PASS · score 0.82 · all truncations repaired · 4 STEP files valid' }, { t: 11500, k: 'agent', s: 'fongos', m: '"Caught two truncated files from my first pass and fixed them. Four STEP files on your Desktop. All verified against the engineering rubric. Total re-work time: 90 seconds."' }, { t: 12000, k: 'mem', s: 'lesson', m: 'saved: truncated CAD script → fix just that file · don\'t restart the plan' }, { t: 12400, k: 'sys', s: 'scene', m: '── end · 4 scripts · 4 STEP files · 2 engineering studies ──' }, ], }, ]; function SelectedMoments() { const [active, setActive] = React.useState(0); const [elapsed, setElapsed] = React.useState(0); const scrollerRef = React.useRef(null); const startedAt = React.useRef(null); const frameRef = React.useRef(null); const scene = MOMENT_SCENES[active]; const total = scene.lines[scene.lines.length - 1].t; React.useEffect(() => { setElapsed(0); startedAt.current = null; const SPEED = 2.0; const tick = (now) => { if (startedAt.current == null) startedAt.current = now; const t = (now - startedAt.current) * SPEED; setElapsed(t); if (t >= total + 1500) return; frameRef.current = requestAnimationFrame(tick); }; frameRef.current = requestAnimationFrame(tick); return () => cancelAnimationFrame(frameRef.current); }, [active, total]); React.useEffect(() => { const el = scrollerRef.current; if (el) el.scrollTop = el.scrollHeight; }, [elapsed]); const visible = scene.lines.filter(ln => ln.t <= elapsed); const kindColor = { user: '#e8e8f0', agent: '#a78bfa', tool: '#4ade80', warn: '#fbbf24', gov: '#c4b5fd', brain: '#60a5fa', voice: '#22d3ee', work: '#4ade80', goal: '#c084fc', mem: '#a78bfa', sys: FONGOS.inkDim, hush: FONGOS.inkFaint, }; const kindLabel = { user: 'USER', agent: 'FONGOS', tool: 'TOOL', warn: 'CAUGHT', gov: 'GOVERNOR', brain: 'BRAIN', voice: 'PIPELINE', work: 'WORKER', goal: 'GOAL', mem: 'MEMORY', sys: '···', hush: '···', }; const fmtTime = (ms) => { const totalSec = Math.floor(ms / 1000); const mm = String(Math.floor(totalSec / 60)).padStart(2, '0'); const ss = String(totalSec % 60).padStart(2, '0'); return `${mm}:${ss}`; }; return (
Three moments from one day.
No script. No staging. All transcripts.

On April 20, he built a single-stage spur gearbox end-to-end. While working, he taught himself new domains, caught two of his own mistakes, and verified his own output before shipping. What you see below is selected from the real session log — engine names and internals hidden, language unchanged.

{/* Tabs */}
{MOMENT_SCENES.map((m, i) => ( ))}
{/* Scene header */}
{scene.title}

{scene.subtitle}

{scene.stats.map((s, i) => (
{s.v}
{s.l}
))}
{/* Terminal chrome */}
{/* title bar */}
fongos@brain:~ · moment {active + 1}/3 · {scene.id}
REPLAY · {fmtTime(elapsed)}
{/* scroller */}
{visible.map((ln, i) => { const isUser = ln.k === 'user'; const isAgent = ln.k === 'agent'; const isWarn = ln.k === 'warn'; const isGoal = ln.k === 'goal'; const isGov = ln.k === 'gov'; const isTool = ln.k === 'tool'; const isMem = ln.k === 'mem'; const color = kindColor[ln.k] || FONGOS.inkDim; const label = kindLabel[ln.k] || ln.k.toUpperCase(); if (isUser || isAgent) { return (
{label} · {ln.s}
{ln.m}
); } const highlight = isWarn || isGov || isGoal; return (
{fmtTime(ln.t)} [{label}] {ln.s} {ln.m}
); })} {elapsed < total && ( )}
{/* footer bar */}
source · real session log · april 20 2026 {visible.length} / {scene.lines.length} lines
{/* Caption */}

{scene.caption}

{/* Bottom tagline */}

3 moments · 1 day · 1 agent
100 rules · 196 patterns · 3 new tools · zero demos staged

); } Object.assign(window, { SelectedMoments });