Month: 2026-01 — Key achievements for KeygraphHQ/shannon focused on documentation stabilization, onboarding clarity, and alignment with current capabilities. Features delivered: Documentation Updates to README for benchmarks, Router Mode, and supported models. Changes include renaming 'Benchmark Results' to 'Sample Reports' with a link to the XBOW benchmark; clarified that Router Mode is experimental/unsupported with updated setup guidance for alternative AI providers; and removed Claude Sonnet 4 from the supported models list. Commits reflect these updates (f44d4d6fb8971fd82fe80e0188676ab69ff872aa, f417275c58c06995c82ad1f31369bc51d9e7cb5b, 5e28d4c65a82432b3948b48ce27236b054d69672). Major bugs fixed: none reported this month; effort focused on documentation stability and accuracy. Overall impact and accomplishments: improved user onboarding, reduced ambiguity around benchmarks and Router Mode, and strengthened model support policy, which should reduce support overhead and improve adoption. Technologies/skills demonstrated: documentation best practices, Git/version control discipline, clear communication of limitations and capabilities, and domain awareness of benchmarks and model/provider ecosystems.

December 2025 monthly summary for KeygraphHQ/shannon focusing on documentation improvements to contributor guidelines and governance clarity.

November 2025 (2025-11) - Shannon Lite Benchmark Results Documentation Improvements in KeygraphHQ/shannon. Delivered a consolidated README overhaul for benchmark results including: direct link to results, more prominent notices, updated accuracy metrics, corrected path to the results directory, and simplified tips reflecting improved benchmark performance. Implemented via five commits: 341448c8a3af020e868231a03f17b9bc911f89ae (Link to benchmark), 456d852b87c5104e5ee9eebc42c8a78bbc407832 (style changes), 2b14282ff65eb065d1cabf322fba05109db0c8f6 (consistency on score), deb4e51f98e71513fdac64ce786bac6cae5b6a9b (cleanup), 7f7285702e11ce6db01159ff72bbb82974f61e9e (fix link).

October 2025 monthly summary for KeygraphHQ/shannon: Focused on documentation, branding, and onboarding improvements to accelerate customer onboarding and reduce support queries. Key deliverable this month was a comprehensive Product Documentation and Brand Refresh, clarifying Shannon Pro vs Lite, updating licensing terms, correcting model references, and improving README readability. A new SHANNON-PRO.md was introduced to provide a clear feature comparison and aid evaluation. Demo assets (GIF and image) were added to illustrate Shannon in action, enhancing demos for sales and engineering. No major bugs fixed this period. Overall, these efforts strengthen customer enablement, set a consistent brand narrative, and lay groundwork for scalable adoption, training, and support.