Live dashboard
How the incubator is performing.
A live view of startup launches, experiment cycles, outcomes, and spend across the portfolio.
Total ventures
1
1 live
BML cycles
2
Persevere
2
learnings kept
Pivot / Kill
0 / 0
course corrections
Self-evolution
Mutations and survivors.
Prompt evolution
63%
promote rate
Ticks
54
Promoted
34
Rejected
10
Code evolution
36%
promote rate
Ticks
47
Promoted
17
Rejected
23
Code-evolve promote rate (rolling-5)
47 ticks
Spend
How efficiently we launch.
Total
$0
Factory
$0
meta-loop
Ventures
$0
all loops
Per promote
$0
all promotes
LLM calls
24
Input tokens
60.9k
Output tokens
18.0k
Attribution
Where the factory burns budget.
Factory spend by tag
Which loop step (code-evolve, factory-evolve, dispatch …) is consuming the meta-loop budget.
| Bucket | Spend | Share | Calls | Tokens |
|---|---|---|---|---|
| dispatch | $0 | 0% | 8 | 6.6k |
| factory-evolve | $0 | 0% | 8 | 19.1k |
| code-evolve | $0 | 0% | 8 | 53.3k |
Factory spend by model
Mix of model tiers used in the meta-loop. Override pricing via FORGE_MODEL_PRICING.
| Bucket | Spend | Share | Calls | Tokens |
|---|---|---|---|---|
| fixture-1 | $0 | 0% | 5 | 0 |
| claude-sonnet-4-6 | $0 | 0% | 4 | 23.5k |
| qwen3.6 | $0 | 0% | 9 | 35.4k |
| mistral-nemo:latest | $0 | 0% | 3 | 8.2k |
| glm-4.7-flash | $0 | 0% | 3 | 11.8k |
Return on AI
Human equivalent value.
What would this same incubator workload cost with a traditional human team? This compares that estimate to actual AI spend.
Human equivalent
$61,680
at market rates
AI cost
$0
LLM token spend
Value multiplier
—
pending real spend
Savings
$61,680
vs human team
Human-equivalent cost by activity
Rates: design $150/hr · engineering $200/hr · analytics $120/hr · management $250/hr · R&D $200/hr. Override via FORGE_WORK_RATES.
| Activity | Role | Units | Hrs / unit | Rate | Human cost | Share |
|---|---|---|---|---|---|---|
| code-evolve | R&D Engineering | 40 | 4h | $200/hr | $32,000 | 52% |
| prompt-evolve | R&D Engineering | 44 | 2h | $200/hr | $17,600 | 29% |
| factory-management | Management | 54 | 0.5h | $250/hr | $6,750 | 11% |
| build | Engineering | 2 | 8h | $200/hr | $3,200 | 5% |
| ship | Engineering | 2 | 2h | $200/hr | $800 | 1% |
| plan | Design / PM | 2 | 2h | $150/hr | $600 | 1% |
| decide | Management | 2 | 0.5h | $250/hr | $250 | 0% |
| measure | Analytics | 2 | 1h | $120/hr | $240 | 0% |
| learn | Analytics | 2 | 1h | $120/hr | $240 | 0% |
Portfolio
Spend by startup.
| Venture | Cycles | Status | Spend | Tokens |
|---|---|---|---|---|
venture-20260425-2ec3 a daily hacker news digest bot | 2 | active | $0 | 0 |
Activity
Recent incubator activity.
code_tickcode-evolve ticktickfactory tickcode_rejectedcode src/provision.ts rejected (before_not_found)code_tickcode-evolve tickrejectedprompt ship rejected (introduces unknown placeholder(s): {{ventureId}}, {{charter}}, {{ledgerTail}})tickfactory ticktickfactory tickcode_tickcode-evolve ticktickfactory tickcode_tickcode-evolve ticktickfactory tickcode_tickcode-evolve ticktickfactory ticktickfactory ticktickfactory tickcode_promotecode src/ledger.ts swappedcode_tickcode-evolve tickrejectedprompt ship rejected (missing required placeholder {{ventureId}})tickfactory tickcode_tickcode-evolve tickpromoteprompt build swappedtickfactory tickcode_promotecode src/prompt.ts swappedcode_tickcode-evolve tickpromoteprompt plan swappedtickfactory tickcode_rejectedcode src/ledger.ts rejected (before_not_found)code_tickcode-evolve tickpromoteprompt charter swappedtickfactory tick