v0.31.0

   🚀 Features

• agen:
  • Detailed guideline about realize phase.  -  by @samchon in #1283 (d451d)
• agent:
  • Compare DTO property type DB column type.  -  by @samchon in #1258 (145f4)
  • Realize operation template for using collectors/transformers  -  by @samchon in #1260 (425e6)
  • Realize phase enhancement by benchmark.  -  by @samchon in #1261 (42dda)
  • Add remind and confirm fields to IComplete for premature…  -  by @k08200 in #1263 (4081e)
  • Cyclinic write-validate-correct loop for interfaceSchemaReview  -  by @k08200 in #1225 (06a31)
  • Enhance preliminary re-write rule.  -  by @samchon in #1269 (219b0)
  • Event dispatch from outside of preliminary orchestrate.  -  by @samchon in #1271 (6fc52)
  • Preliminary re-write for only critical case.  -  by @samchon in #1272 (e7cef)
  • No more review agents required.  -  by @samchon in #1273 (d08cf)
  • Enhance realize template rules.  -  by @samchon in #1278 (3ab90)
  • Automated agent healing process.  -  by @samchon and Copilot in #1281 (65d44)
  • 1 retry change for realize functions.  -  by @samchon in #1282 (b3f70)
• estimate:
  • Add path parameter support to Contract Evaluator  -  by @k08200 in #1257 (9b836)
  • Golden set runtime stability + Langfuse enhancement  -  by @k08200 in #1259 (534ed)
• website:
  • New epsilon roadmap of 2026-Q2  -  by @samchon in #1254 (9f586)
  • Article, AutoBe vs Claude Code  -  by @samchon in #1262 (8cbdc)
  • Sort benchmark result.  -  by @samchon in #1284 (df742)
  • New article about qwen3.5-27b success.  -  by @samchon in #1288 (f2847)

   🐞 Bug Fixes

• agent:
  • Transformer template for 1: N recursive.  -  by @samchon in #1265 (fc6a6)
  • About schema description.  -  by @samchon in #1268 (cbedf)
  • orchestratePrisma -> orchestrateDatabase  -  by @samchon in #1270 (9e263)
  • Upgrade @huggingface/transformers to v4 to fix onnxruntime mutex crash  -  by @juntak45 in #1280 (d55e7)
• estimate:
  • Scoring accuracy fixes, benchmark ESM fix, and error l…  -  by @k08200 in #1264 (24dd2)
• website:
  • Rename Benchmark to Estimate in UI text  -  by @k08200 in #1275 (44855)

    View changes on GitHub