SHIOSStrategic Honesty Intelligence
All forecasts

Forecast d81b21b1 · published 2026-07-29

Around 11 job postings mentioning langchain are expected the week of Jul 13–19, 2026 (likely range: 9–13, 80% confidence) — up from 7 the week of Jun 15–21, 2026.

What was claimed

The forecast

Target period
Jul 13–19, 2026
Predicted mentions
11 job postings
Direction
↑ Rising
Method
Linear trend fit with confidence interval
Review by
2026-07-19
Expires
2026-07-26

Confidence at publication

34%

What happened

Outcome

Actual mentions
7 job postings
Off by
4 postings
Accuracy
63%
Direction
✗ Missed

Interval 9.2-12.8 missed the observed 7.0 (flat) in 2026-W29; point estimate was 11.0 (up).

Observed history

langchain — the series behind the fit

May 11–17, 2026: 0 mentionsMay 18–24, 2026: 0 mentionsMay 25–31, 2026: 0 mentionsJun 1–7, 2026: 0 mentionsJun 8–14, 2026: 0 mentionsJun 15–21, 2026: 0 mentions

How we know

Evidence

34+

Confidence

34%

Source diversity

0 sources

Last updated

2026-07-29

Reality validation

Predicted
11.04
Actual
7
Accuracy
63%
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
2026-07-19
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.