Evaluate whether quitting teaching mid year to do an intensive coding bootcamp makes financial sense given current tech layoff trends and living expenses.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Evaluate whether quitting teaching mid year to do an intensive coding bootcamp makes financial sense given current tech layoff trends and living expenses.
4 real searches · 1 real-search pass
United States technology layoffs 2026 software developer hiring entry level job market trends 2026Google ↗
OBSERVEDConsequence
BLS software developers employment outlook 2024 2034 occupational outlook handbookGoogle ↗
OBSERVEDShort fact
coding bootcamp graduate employment outcomes audited report 2024 2025 CIRRGoogle ↗
OBSERVEDConsequence
Shreveport Louisiana cost of living rent utilities groceries 2026Google ↗
OBSERVEDShort fact
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
United States technology layoffs 2026 software developer hiring entry level job market trends 2026 Google ↗
BLS software developers employment outlook 2024 2034 occupational outlook handbook Google ↗
coding bootcamp graduate employment outcomes audited report 2024 2025 CIRR Google ↗
Shreveport Louisiana cost of living rent utilities groceries 2026 Google ↗
- Software Developers, Quality Assurance Analysts, and Testers : Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics · bls.gov
- Industry and occupational employment projections overview and highlights, 2024–34 : Monthly Labor Review : U.S. Bureau of Labor Statistics · bls.gov
- Experience Requirements Have Tightened Amid the Tech Hiring Freeze · hiringlab.indeed.com
- Average Rent in Shreveport, LA and Rent Price Trends · zumper.com
- Cost of Living in Shreveport LA · apartments.com
- Outcomes · careersincode.org
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
United States technology layoffs 2026 software developer hiring entry level job market trends 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
BLS software developers employment outlook 2024 2034 occupational outlook handbook OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
coding bootcamp graduate employment outcomes audited report 2024 2025 CIRR OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Shreveport Louisiana cost of living rent utilities groceries 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |