SHIOSStrategic Honesty Intelligence
All forecasts

Forecast 8629047f · published 2026-07-26

job postings count for technology 'langchain' is forecast at 11 in Jul 6–12, 2026, within 10-13 at 80% confidence (up from 7 in Jun 8–14, 2026).

What was claimed

The forecast

Target period
Jul 6–12, 2026
Predicted mentions
11 job postings
Direction
↑ Rising
Method
Linear trend fit with confidence interval
Review by
2026-07-12
Expires
2026-07-19

Confidence at publication

35%

What happened

Outcome

Actual mentions
4 job postings
Off by
7 postings
Accuracy
35%
Direction
✗ Missed

Interval 9.6-13.1 missed the observed 4.0 (down) in 2026-W28; point estimate was 11.3 (up).

Observed history

langchain — the series behind the fit

May 4–10, 2026: 0 mentionsMay 11–17, 2026: 0 mentionsMay 18–24, 2026: 0 mentionsMay 25–31, 2026: 0 mentionsJun 1–7, 2026: 0 mentionsJun 8–14, 2026: 0 mentions

How we know

Evidence

30+

Confidence

35%

Source diversity

0 sources

Last updated

2026-07-26

Reality validation

Predicted
11.31
Actual
4
Accuracy
35%
Direction
missed

How this forecast was made

Approach
Linear trend fitted to recent weekly counts, with a range to account for uncertainty
How far ahead
4 weeks
Checked against reality by
2026-07-12
Can it be edited?
No — forecasts are locked at publication and scored as-is

Track record for langchain

8 forecasts published, 4 scored, mean accuracy 70%.

No source documents resolve for this artefact.