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Lifecycle Governance

Re-review before agents drift

Governance queue for deciding which agent candidates should be monitored, re-reviewed, re-tested, paused, or retired before they drift into risky recommendations.

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27queue items
27stale candidates
13risk changed
14re-test or review
#1 retire GPTEngineer

No trial recordNo sandbox trial evidence is attached to this candidate yet.

100priority
Review lifecycle detailAction, status, fit, trust, install readiness, activity, and 3 lifecycle signals stay available here.
Action
retire
Status
pending
Fit
66 / 100
Trust
Needs review
Install
MCP ready
Activity
Source review needed
No trial recordNo sandbox trial evidence is attached to this candidate yet.Source activity is staleLast visible source update is about 814 days old.High-risk signal presentLast visible update is about 814 days old.
Review profile Find trial evidence Start comparison
Review links
Profile JSON Setup JSON Trust JSON History JSON
#2 retire Tavily

No trial recordNo sandbox trial evidence is attached to this candidate yet.

100priority
Review lifecycle detailAction, status, fit, trust, install readiness, activity, and 3 lifecycle signals stay available here.
Action
retire
Status
pending
Fit
66 / 100
Trust
Needs review
Install
MCP ready
Activity
Source review needed
No trial recordNo sandbox trial evidence is attached to this candidate yet.Source activity is staleLast visible source update is about 777 days old.High-risk signal presentLast visible update is about 777 days old.
Review profile Find trial evidence Start comparison
Review links
Profile JSON Setup JSON Trust JSON History JSON
#3 retire GitHub Copilot

No trial recordNo sandbox trial evidence is attached to this candidate yet.

100priority
Review lifecycle detailAction, status, fit, trust, install readiness, activity, and 3 lifecycle signals stay available here.
Action
retire
Status
pending
Fit
61 / 100
Trust
Needs review
Install
MCP ready
Activity
Source review needed
No trial recordNo sandbox trial evidence is attached to this candidate yet.Source activity is staleLast visible source update is about 827 days old.High-risk signal presentLast visible update is about 827 days old.
Review profile Find trial evidence Start comparison
Review links
Profile JSON Setup JSON Trust JSON History JSON
#4 retire Replit Agent

No trial recordNo sandbox trial evidence is attached to this candidate yet.

100priority
Review lifecycle detailAction, status, fit, trust, install readiness, activity, and 3 lifecycle signals stay available here.
Action
retire
Status
pending
Fit
61 / 100
Trust
Needs review
Install
MCP ready
Activity
Source review needed
No trial recordNo sandbox trial evidence is attached to this candidate yet.Source activity is staleLast visible source update is about 771 days old.High-risk signal presentLast visible update is about 771 days old.
Review profile Find trial evidence Start comparison
Review links
Profile JSON Setup JSON Trust JSON History JSON
#5 retire AgentForge

No trial recordNo sandbox trial evidence is attached to this candidate yet.

100priority
Review lifecycle detailAction, status, fit, trust, install readiness, activity, and 3 lifecycle signals stay available here.
Action
retire
Status
pending
Fit
61 / 100
Trust
Needs review
Install
MCP ready
Activity
Source review needed
No trial recordNo sandbox trial evidence is attached to this candidate yet.Source activity is staleLast visible source update is about 778 days old.High-risk signal presentLast visible update is about 778 days old.
Review profile Find trial evidence Start comparison
Review links
Profile JSON Setup JSON Trust JSON History JSON
#6 retire Automata

No trial recordNo sandbox trial evidence is attached to this candidate yet.

100priority
Review lifecycle detailAction, status, fit, trust, install readiness, activity, and 3 lifecycle signals stay available here.
Action
retire
Status
pending
Fit
61 / 100
Trust
Needs review
Install
MCP ready
Activity
Source review needed
No trial recordNo sandbox trial evidence is attached to this candidate yet.Source activity is staleLast visible source update is about 778 days old.High-risk signal presentLast visible update is about 778 days old.
Review profile Find trial evidence Start comparison
Review links
Profile JSON Setup JSON Trust JSON History JSON
Show 6 more lifecycle recordsAdditional governance records stay folded for scanning; card review links and the queue record keep the full review path.
#7 retire ChatDev

No trial recordNo sandbox trial evidence is attached to this candidate yet.

100priority
Review lifecycle detailAction, status, fit, trust, install readiness, activity, and 3 lifecycle signals stay available here.
Action
retire
Status
pending
Fit
61 / 100
Trust
Needs review
Install
MCP ready
Activity
Source review needed
No trial recordNo sandbox trial evidence is attached to this candidate yet.Source activity is staleLast visible source update is about 812 days old.High-risk signal presentLast visible update is about 812 days old.
Review profile Find trial evidence Start comparison
Review links
Profile JSON Setup JSON Trust JSON History JSON
#8 retire Gumloop

No trial recordNo sandbox trial evidence is attached to this candidate yet.

100priority
Review lifecycle detailAction, status, fit, trust, install readiness, activity, and 3 lifecycle signals stay available here.
Action
retire
Status
pending
Fit
61 / 100
Trust
Needs review
Install
MCP ready
Activity
Source review needed
No trial recordNo sandbox trial evidence is attached to this candidate yet.Source activity is staleLast visible source update is about 760 days old.High-risk signal presentLast visible update is about 760 days old.
Review profile Find trial evidence Start comparison
Review links
Profile JSON Setup JSON Trust JSON History JSON
#9 retire Retell AI

No trial recordNo sandbox trial evidence is attached to this candidate yet.

100priority
Review lifecycle detailAction, status, fit, trust, install readiness, activity, and 3 lifecycle signals stay available here.
Action
retire
Status
pending
Fit
61 / 100
Trust
Needs review
Install
MCP ready
Activity
Source review needed
No trial recordNo sandbox trial evidence is attached to this candidate yet.Source activity is staleLast visible source update is about 760 days old.High-risk signal presentLast visible update is about 760 days old.
Review profile Find trial evidence Start comparison
Review links
Profile JSON Setup JSON Trust JSON History JSON
#10 retire Vapi

No trial recordNo sandbox trial evidence is attached to this candidate yet.

100priority
Review lifecycle detailAction, status, fit, trust, install readiness, activity, and 3 lifecycle signals stay available here.
Action
retire
Status
pending
Fit
61 / 100
Trust
Needs review
Install
MCP ready
Activity
Source review needed
No trial recordNo sandbox trial evidence is attached to this candidate yet.Source activity is staleLast visible source update is about 810 days old.High-risk signal presentLast visible update is about 810 days old.
Review profile Find trial evidence Start comparison
Review links
Profile JSON Setup JSON Trust JSON History JSON
#11 retire Bumpgen

No trial recordNo sandbox trial evidence is attached to this candidate yet.

100priority
Review lifecycle detailAction, status, fit, trust, install readiness, activity, and 3 lifecycle signals stay available here.
Action
retire
Status
pending
Fit
55 / 100
Trust
Needs review
Install
MCP ready
Activity
Source review needed
No trial recordNo sandbox trial evidence is attached to this candidate yet.Source activity is staleLast visible source update is about 819 days old.High-risk signal presentLast visible update is about 819 days old.
Review profile Find trial evidence Start comparison
Review links
Profile JSON Setup JSON Trust JSON History JSON
#12 retire Dify

No trial recordNo sandbox trial evidence is attached to this candidate yet.

100priority
Review lifecycle detailAction, status, fit, trust, install readiness, activity, and 3 lifecycle signals stay available here.
Action
retire
Status
pending
Fit
55 / 100
Trust
Needs review
Install
MCP ready
Activity
Source review needed
No trial recordNo sandbox trial evidence is attached to this candidate yet.Source activity is staleLast visible source update is about 808 days old.High-risk signal presentLast visible update is about 808 days old.
Review profile Find trial evidence Start comparison
Review links
Profile JSON Setup JSON Trust JSON History JSON
Page 1 / 3 · 27 governance items

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Review support

Review links

Lifecycle records stay focused; site context and finalist profile resources stay linked here.

Open Re-review queue JSON
Supporting review linksLinks, review order, and page-specific notes remain available here.
Re-review queue JSONPromotion queue JSONTrial queue JSONResource catalog JSONReview guide JSONAgent inventory JSONSite context TXTSitemap XMLProfile package JSON
Re-review retrieval
  1. 01Site contextShared review rules
  2. 02re-review.jsonOpen the focused review record
  3. 03Profile pageOpen the candidate page
  4. 04Profile resourcesEvidence, setup, trust, trial, and history files

Use the links and review path below for lifecycle status, re-review triggers, and selected-candidate profile resources before changing recommendation status.

Review route: OpenAI review tools can start with openai.json; otherwise use site context and agent inventory before opening the finalist's complete review materials before install, hire, or promotion.