Item detail
github.com

alikon-art/determinflow

RepoRadar surfaced alikon-art/determinflow — a framework — into the Developer Tools section, where it sits at Silver tier with a 'try now' verdict. Its strongest signal is open-source/build quality, scored 8.4 out of 10.

Score6.6
Popularity0.0
Risknone
TierSilver
Score breakdown
Usefulness7.0
Novelty4.8
Momentum3.5
Maturity4.9
Open-source/build8.4
Evidence7.2
Workflow potential8.1
Setup ease6.0

Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.

Why it matters

Targets the 'production deployment' gap for agent graphs — checkpointing, recovery, and publishing a graph as an HTTP service — using a single Python project that Docker can build and run.

Where this stands now

alikon-art/determinflow ranks #224 of 1014 tracked Developer Tools items by composite score (6.6 against a section median of 4.9). The section currently carries 784 Bronze, 126 Silver, 103 Gold, 1 Low Signal. RepoRadar has retained observations for this record since 2026-08-19 (39 days in the current window). Signal extremes versus the section: novelty at the 77th percentile.

Who should use it

Software developers Engineering teams

Who should skip it

Pass on alikon-art/determinflow if its scope or audience does not match what your team is building right now.

About this signal

alikon-art/determinflow is tracked by RepoRadar as a framework in the Developer Tools section. First seen 2026-08-19; the source record was last checked on 2026-08-21. The current verdict is 'try now' with a Silver tier and moderate setup difficulty. alikon-art/determinflow leads on open-source/build quality (8.4) and workflow potential (8.1); its lowest signal is momentum (3.5), so factor that in before investing setup time. This page summarizes the evidence RepoRadar captured from https://github.com/alikon-art/DeterminFlow.

How this item is evaluated

The alikon-art/determinflow record combines a 6.6/10 composite score with separate popularity (0.0), risk (none), and setup (moderate) signals. See the scoring methodology for the current weights and evidence definitions.

Putting this into practice? Read How to evaluate an AI tool before you adopt it for the checklist behind this score.

Risk explanation

Runs LLM-driven workflows as long-lived services with auto-recovery; the agent code is free to make outbound calls. AGPL-3.0 only; caution: not_hands_on_tested; caution: new_or_experimental; Scout-staged and not hands-on tested by RepoRadar. Evidence level is Usable; confirm the vendor's current install, pricing, and access terms before adopting.

Evidence links
Closest alternatives / related signals
ai-workflow multi-agent fastapi python runtime llm scout-staged
Verification record

What RepoRadar actually verified

Discovered

Automated discovery and source capture. Last checked 2026-09-27T21:37:36Z.

No editorial or hands-on review is claimed. This record remains at Discovered.

Verification sources

Longitudinal intelligence

How this decision record is moving

Raw history JSON →

27 dated snapshots retained from 2026-08-21 through 2026-09-27; see the snapshot index for explicit coverage gaps. Stars, version, release, pricing, integration, risk, maintenance, verdict, score, and momentum fields remain explicit even when a source has not reported them. Repository momentum is a normalized 0–10 RepoRadar signal; GitHub stars appear only where the popularity monitor retained exact timestamped observations.

RepoRadar score6.6 current · +0.0 net
Repository momentum7.8 current · +4.3 net
GitHub stars (observed)762 current · +120 net
GitHub stars762 exact observation
Versionv1.1.1
Last release2026-09-11T08:11:08Z
MaintenanceActive
Current riskNone
Current verdictTry now
Pricing baselineNo structured commercial pricing baseline
Pricing checkedNot applicable or not recorded
Pricing freshnessNo dated commercial pricing review
Integrations baselineNo structured integrations recorded

Recent dated points

DateScoreMomentumStarsRiskVerdictMaintenance
2026-09-276.67.8762NoneTry nowActive
2026-09-266.67.8759NoneTry nowActive
2026-09-256.67.8756NoneTry nowActive
2026-09-246.67.5755NoneTry nowActive
2026-09-236.67.8755NoneTry nowActive
2026-09-226.67.5751NoneTry nowActive
2026-09-216.67.5746NoneTry nowActive
2026-09-206.67.8744NoneTry nowActive
2026-09-196.67.5740NoneTry nowActive
2026-09-176.69.0735NoneTry nowActive
2026-09-156.69.3733NoneTry nowActive
2026-09-136.69.0726NoneTry nowActive

Why the record changed

Stars change

Stars changed: 759 → 762.

Stars change

Stars changed: 756 → 759.

Stars change

Stars changed: 755 → 756.

Stars change

Stars changed: 751 → 755.

Stars change

Stars changed: 748 → 751.

Stars change

Stars changed: 746 → 748.

Stars change

Stars changed: 745 → 746.

Stars change

Stars changed: 744 → 745.

Stars change

Stars changed: 742 → 744.

Stars change

Stars changed: 740 → 742.

Stars change

Stars changed: 738 → 740.

Stars change

Stars changed: 735 → 738.