ask_balford_engineering
shallownet.balford/ask · Verify this server
Answer a metalworking engineering or sourcing question from Balford's own published engineering material. Covers fine blanking and thinning / ironing deep drawing as focus processes, plus progressive and transfer dies, precision stamping, sheet metal, CNC, brazing, annealing, plating, tolerances, DFM and RFQ preparation. Returns a written answer with numbered citations plus the source pages. Use this for 'how do I', 'what is', 'which process fits', or 'what do you need for an RFQ' questions. It will not quote a price, a lead-time guarantee, a certification Balford does not hold, or anything from a customer drawing. Answers are assembled from Balford's own published engineering material and cite the page each claim came from. Nothing is quoted that is not already public on balford.net. This is not a quotation, a certification claim, or a dimensional acceptance.
1 trials · measured today
ask_balford_engineering scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against net.balford/ask, measured 20 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
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