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Changes for page Implementation Roadmap

Last modified by Robert Schaub on 2026/02/08 08:13
From version 2.1
edited by Robert Schaub
on 2025/12/24 13:58
Change comment: Imported from XAR
To version 3.3
edited by Robert Schaub
on 2026/01/20 20:23
Change comment: Renamed back-links.

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1 -Test.FactHarbor.WebHome
1 +Test.FactHarbor V0\.9\.103.WebHome
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2 2  
3 3  **FactHarbor development follows a phased approach from Proof of Concept to production launch.**
4 4  
5 -
6 6  == Development Phases ==
7 7  
8 -
9 9  {{info}}
10 10  **Detailed Requirement Mapping:** See [[Requirements Roadmap Matrix>>FactHarbor.Roadmap.Requirements-Roadmap-Matrix.WebHome]] for complete phase-to-requirement mapping, implementation levels, and User Needs fulfillment by phase.
11 11  {{/info}}
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12 12  
13 13  * [[POC1: Core Workflow with Quality Gates>>FactHarbor.Roadmap.POC1.WebHome]]
14 14  * [[POC2: Robust Quality & Reliability>>FactHarbor.Roadmap.POC2.WebHome]]
15 -* [[Beta 0: User Testing & Production Readiness>>FactHarbor.Roadmap.Beta0.WebHome]]
13 +* [[Beta 0: User Testing & Production Readiness>>Archive.FactHarbor.Roadmap.Beta0.WebHome]]
16 16  * [[V1.0: Public Launch>>FactHarbor.Roadmap.V10.WebHome]]
17 17  * [[Future Milestones (POC2, Beta0, V1.0)>>FactHarbor.Roadmap.Future Milestones]]
18 18  
19 -
20 20  == Philosophy ==
21 21  
22 22  **Validate AI automation quality BEFORE building production features**
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23 23  
24 24  Each phase builds on proven capabilities from the previous phase. We never skip ahead - if AI quality is insufficient, we improve prompts and algorithms rather than adding manual workarounds.
25 25  
26 -
27 27  == Development Phases Overview ==
28 28  
29 29  **POC1: Core Workflow with Quality Gates**
30 30  
31 31  Build:
28 +
32 32  * Automated claim analysis
33 33  * Confidence scoring
34 34  * Source evaluation
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35 35  * Browse/search interface
36 36  * User flagging system
37 37  
35 +* **LLM Provider Abstraction (NFR-14):** Provider-agnostic AI access
36 +* POC1: Anthropic Claude API primary (Haiku Stage 1, Sonnet Stages 2 & 3)
37 +* Architecture: Abstract LLMProvider interface, environment config, basic failover
38 +* Future: OpenAI/Google secondary providers, admin API, cost comparison (POC2/Beta)
39 +
38 38  **Goal**: Prove AI quality before adding user editing
39 39  
40 40  **User Needs fulfilled in POC1**: UN-1, UN-2, UN-3, UN-4, UN-5, UN-6, UN-7, UN-8, UN-9, UN-12
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42 42  **POC2/Beta 0: User Contributions**
43 43  
44 44  Add only if needed:
47 +
45 45  * Simple editing (Wikipedia-style)
46 46  * Reputation system
47 47  * Basic moderation
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58 58  **Additional User Needs fulfilled**: UN-14 (API access)
59 59  
60 60  **Deferred Beyond V1.0**:
64 +
61 61  * Federation (until multiple successful instances exist)
62 62  * Complex contribution workflows (focus on automation)
63 63  * Extensive role hierarchy (keep simple)
64 64  
65 -
66 66  == Success Metrics Framework ==
67 67  
68 68  **Note**: Each phase defines specific success criteria in detail. This section provides the overall metrics framework.
69 69  
70 70  **System Quality**:
74 +
71 71  * Error rate by category (target: continuous improvement)
72 72  * Average confidence score (target: increase)
73 73  * Source quality distribution (target: more high-quality)
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74 74  * Contradiction detection rate (target: increase)
75 75  
76 76  **Efficiency**:
81 +
77 77  * Claims processed per hour (target: increase)
78 78  * Human hours per claim (target: decrease)
79 79  * Automation coverage (target: >90%)
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80 80  * Re-work rate (target: <5%)
81 81  
82 82  **User Satisfaction**:
88 +
83 83  * User flag rate (issues found)
84 84  * Correction acceptance rate (flags valid)
85 85  * Return user rate
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86 86  * Trust indicators (surveys)
87 87  
88 88  **User Needs Metrics**:
95 +
89 89  * UN-1: % users who understand trust scores
90 90  * UN-4: Time to verify social media claim
91 91  * UN-7: % users who access evidence details
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93 93  * UN-15: % users who check evolution timeline
94 94  * UN-17: % users who enable in-article highlighting; avg. time spent on highlighted vs. non-highlighted articles
95 95  
96 -
97 97  == Status ==
98 98  
99 -**Current Phase:** POC1 Specification Complete
100 -**Next Action:** Begin POC1 Implementation
105 +**Current Phase:** POC1 Specification Complete
106 +**Next Action:** Begin POC1 Implementation
101 101  **Version:** V0.9.70
102 -