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fix: regenerate chart with Comic Neue + path.sketch xkcd style
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Merge pull request 'feat: kOREInference — Algorithm 4 iDRegEx with MDL scoring + ensemble integration' ( #1 ) from feature/kore-inference into main
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fix: grouped bar chart with Without Dervish vs With Dervish
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fix: chart bars use Dervish purple #853E91
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docs: xkcd-style chart
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feat: replace single-chart Helm with cross-project convention (15 charts, 6 publishers)
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docs: syntax highlighting tags in SHOWCASE.md
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docs: bump logo 180→216px
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docs: center logo, move coffee button below nav links
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chore: ignore examples/
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docs: fix Go lint description (both optional), format outliers in SHOWCASE usage
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docs: update README and SHOWCASE for kOREInference + core/outlier analysis
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docs: add min_coverage to MCP tool + README, include core in output
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feat: core+outlier analysis via min_coverage parameter, 6 new tests
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feat: implement kOREInference (Algorithm 4) with MDL scoring, add to ensemble, 79 tests
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fix badge position; purge remaining German user-reference comments
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clean up agent-betraying comments; fix stale test names
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purge make_charts.py, examples/, full-text papers, blog_post (moved to ~/Desktop/kesai/); translate German CLI to English
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deduplicate: replace detailed Real-world Results with summary table linking to SHOWCASE.md
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rename to Dervish MCP; expand description with token-savings framing; add xkcd-style bar charts; link papers to actual URLs
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6d1c033267
remove Terraform showcase (everything-optional grammar isn't useful); fix GHA scope claim
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move format-specific adapters to examples/, purge format-specific MCP tools
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purge Portainer references, format-specific tools, and Domain Adapters section; make showcases concrete with extracted types
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Rename to Dervish, add animated logo to README
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a8a8bddb37
Move MCP server to top of README — it's the primary interface
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Restructure: MCP Server first (with agent workflow example), then
Why grammar inference / showcases, then Quick Start, then details.
This matches how users actually interact with the project: via MCP tools.
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Remove bugs section (implementation bugs, not paper bugs), remove Docker Compose (private data), add Portainer templates, fix geerlingguy claim precision
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Blog post: remove 'The bugs we found' section (all 4 bugs were from our implementation, not the paper algorithms). Replace company data references in MCP section with Galaxy example. Update ensemble dynamics table with public datasets.
README: replace Docker Compose with Portainer templates in 'Why grammar inference?' table, Real-world Results, and Domain Adapters.
SHOWCASE: replace Docker Compose with Portainer templates.
All claims verified: no public documentation of geerlingguy module ordering convention exists.
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547376894c
Update README and SHOWCASE with real-world dataset evaluations
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README:
- Replace outdated company benchmarks with public showcases
- Add Algorithm Selection Guide
- Add 'When each algorithm wins' table
- Add 'Why grammar inference?' table with value prop for LLMs
- Add 'What doesn't work' section documenting failed approaches
- Update all domain adapter examples with public results
- Clean up outdated references (companyweb roles, hashistack terraform)
SHOWCASE:
- Add Helm (kube-prometheus-stack) with iDRegEx minimal core
- Add Docker Compose per-project patterns
- Add GitHub Actions cross-project Go lint pattern
- Add Terraform modules with vocabulary analysis
- Add 'What doesn't work' section
- Explain WHY each dataset helps an LLM
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Grammar inference engine: CRX + iDRegEx ensemble with MDL scoring, MCP server, showcase, and blog post
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- Ensemble inference (infer_ensemble) runs both CRX and iDRegEx, picks best by MDL
- CRX: CRX algorithm for wide coverage (accepts all sequences, large vocabulary)
- iDRegEx: iDRegEx for minimal core grammar (tightest common pattern)
- MDL scoring: fixed model_cost to count alphabet symbol occurrences, fixed dispatch order in _count_words_fast
- Fixed _match_tokens: rewritten as _match_possible with proper backtracking
- Fixed _parse_parts disjunction: children use _parse_flat_symbol to avoid dot-splitting
- MCP server: infer_best_grammar and infer_grammar tools
- Added prefer parameter (crx/idregex) to skip ensemble
- 28 passing tests
- SHOWCASE.md with Geerlingguy Galaxy demonstration
- blog_post.md with full technical deep-dive
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Add bin/mcp-server wrapper script for robust path resolution
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Avoids module shadowing when CWD contains another bex package.
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