Continuous Integration & Delivery (CI/CD)
4.3/5.0
VerifiedFreemiumLast technical review:
Markdown for AI (.md)

Decide

CLI and library for automating decision judgments using LLMs.

Pricing

$0/mo

Freemium
Score

4.3/5

License
Apache-2.0
Last technical review
2026-11-13
Available plansVisit website (opens in a new tab)

Technical Overview

Decide is a CLI tool and Go library designed to automate fuzzy judgment calls within technical workflows. It allows developers to evaluate code, tickets, or command logs via LLMs, integrating into CI/CD pipelines, Git hooks, or autonomous agents. Unlike rigid rule-based systems, it uses AI models to classify structured data, making it easier to identify risks or route tasks at scale without manual intervention.

Analyst Evaluation: Pros and Limitations

Verified Advantages

  • Native integration with CI/CD pipelines and shell via CLI.
  • Open architecture compatible with Go and Claude Code.
  • Allows for custom decision thresholds without executing analyzed code.

Technical Considerations

  • Initial configuration requires technical familiarity with Go or CLI.
  • Lacks centralized management tools for large teams.

Technical Capabilities & Features

3/7
Included:REST & GraphQL API
Not available:SSO / SAML Authentication
Included:Self-Hosted Option
Included:Full Data Export
Not available:Role-Based Access Control (RBAC)
Not available:Custom Domains & SSL
Not available:Immutable Audit Logs
Scorecard
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Technical Scorecard: Decide

82/100
DX & Tech Documentation
Excellent
85/100
Pricing Fairness
Excellent
90/100
Security & Governance
Favorable
70/100
Data Portability & Sovereignty
Excellent
80/100
Performance & Reliability
Excellent
85/100

Time to Value & Fit by Segment: Decide

Estimated Time-to-Value1 - 7 days (Agile)

Standard sprint integration without complex external dependencies.

Learning CurveModerate (Standard)

Requires consulting technical documentation and basic credentials setup.

Fit Index by Organization Size

Startup & Agile Teams1 to 50 members
80%
Mid-Market & Scaleup50 to 500 members
60%
Corporate Enterprise500+ members
40%
Pricing & TCO
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Pricing

$0.00/mo

Model: FREEMIUM.

Free Tier Verification:

  • No credit card required
  • Commercial use allowed
  • One-time trial credits
  • No mandatory watermarks
Get Decide (opens in a new tab)

Billing Risks & Hidden Clauses: Decide

Free Tier Limits:

Open source self-hosted library available for individual developers.

Total Cost of Ownership (TCO) Projection: Decide$0.00/mo
Deterministic cost estimation at 12 and 36 months based on team size, including SSO tax premiums and annual prepay discounts.
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Indie / Solo (1 active user)

Solo developer or independent technical founder.

Base Monthly Cost
$12/month
1 active user
12-Month Investment
$122/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$366total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 3 active users

Calculated infrastructure: VPS 1 vCPU / 2GB RAM (~$5) + 0.5h DevOps/mes ($20)

Annual VPS + DevOps Cost$300/year
Differential vs SaaS LicensingSaaS is $178/year
Startup (10 active users)

Agile engineering team in validation and early traction stage.

Base Monthly Cost
$120/month
10 active users
12-Month Investment
$1,224/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$3,672total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 10 active users

Calculated infrastructure: VPS 2 vCPU / 8GB RAM (~$15) + 2h DevOps/mes ($80)

Annual VPS + DevOps Cost$1,140/year
Differential vs SaaS LicensingSavings of $84/year
Growth (25 active users)

Scaling company with team governance and granular access control requirements.

Base Monthly Cost
$300/month
25 active users
12-Month Investment
$3,060/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$9,180total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 28 active users

Calculated infrastructure: Cluster VPS 4 vCPU / 16GB RAM (~$45) + 6h DevOps/mes ($240)

Annual VPS + DevOps Cost$3,420/year
Differential vs SaaS LicensingSaaS is $360/year
Scaleup (100 active users)

Established organization with enterprise security policies and mandatory SAML/SSO.

Base Monthly Cost
$1,200/month
100 active users
12-Month Investment
$12,240/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$36,720total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 78 active users

Calculated infrastructure: Infraestructura HA redundante + Backups (~$150) + 16h DevOps/mes ($640)

Annual VPS + DevOps Cost$9,480/year
Differential vs SaaS LicensingSavings of $2,760/year
Usage Surcharges & Bill Shock Simulator: DecideWhat usage costs as you scale
Detect overage penalties before they impact engineering budget.
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Prototype / MVP (10 GB)

Included base quota in plan: 5 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$20/mo
Fixed subscription or contracted tier
Overage Penalty
+$1/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$21/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Suitable for development; verify concurrent connection limits.

Base Production (50 GB)

Included base quota in plan: 5 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$20/mo
Fixed subscription or contracted tier
Overage Penalty
+$8/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$28/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Implement table compression policies and temporal partitioning.

Active Growth (250 GB)

Included base quota in plan: 5 GB.
High Risk / Accelerated Overages
Base Monthly Rate
$20/mo
Fixed subscription or contracted tier
Overage Penalty
+$44/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$64/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Offload cold backups to standard object storage (S3).

Large Scale (1.000 GB (1 TB))

Included base quota in plan: 5 GB.
Critical Risk / Severe Bill Shock
Base Monthly Rate
$20/mo
Fixed subscription or contracted tier
Overage Penalty
+$179/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$199/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Migrate to dedicated instance or self-hosted cluster to curtail I/O fees.

Procurement Strategy & Discounts: DecideB2B Negotiation Playbook
Corporate executive level with highest authority to approve budgetary exceptions.
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Fair Market Price & B2B Procurement Benchmark

Non-renewal notice: 30 days before expirationMedian achieved discount: -12%
Public List Price
Custom / Contact
100% baseline
Audited Market Average
-12% median
~88% of list price
Optimized Target Price
-20% target
Max achievable discount (Q4 / multi-year): -20%
Security & Data Exit
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Compliance & Security Standards: Decide

SOC 2 Type IINot reported
ISO 27001Not reported
GDPR / RGPDNot reported
HIPAANot reported
PCI-DSSNot reported
Jurisdiction & Legal Sovereignty
🇺🇸United States [US]Subject to US CLOUD ActDPA On Request
SSO Availability (SAML Enterprise)
No SSO Documented
Data Residency
GLOBALAWS
AI Privacy Policy
Opt-out available
Data Liberation & Migration Runbook: DecideJSONL
Actionable escape runbook and credential export guarantees to mitigate vendor lock-in.
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Supported Structured Export Formats
JSONL
Password Hash Portability
Locked: Proprietary Algorithm / No Export

Credential hashes are guarded under proprietary algorithms and cannot be exported.

Deployment & Infrastructure Requirements: DecideApache-2.0
Hardware specs and Docker directives to run on local servers, dedicated VPS, or Kubernetes without telemetry leak to the cloud.
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Minimum Memory1 GB RAM (Recommended)
Compute CPU1 vCPU
Runtime / LanguageGo
Code LicenseApache-2.0
Docker CLI Directive
docker run -d --name decide -p 8080:8080 decide:latest
Companion Services & Dependencies:
PostgreSQL 15+Redis 7+
Community & Repository
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Technical Reputation of Decide

77/100 Technical Trust

Frequent Praises in Production

  • Native integration with CI/CD pipelines and shell via CLI.
  • Open architecture compatible with Go and Claude Code.
  • Allows for custom decision thresholds without executing analyzed code.

Reported Production Frictions

  • Initial configuration requires technical familiarity with Go or CLI.
  • Lacks centralized management tools for large teams.
Commercial Treatment & Vendor Lock-in:Requires Sales Contact

Assisted cancellation requiring meeting with account team or contract notice period.

Open source repository activity: Decide0
Stars, forks and release cadence
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Stars0
Forks0
Open Issues18
SPDX LicenseApache-2.0
Latest Commit DetectedNov 13, 2026

Frequently Asked Technical Questions (Decide)

What type of data can Decide analyze?

Decide can process any structured or unstructured text data, including git diffs, support ticket bodies, agent commands, or source code snippets for evaluation.

Does Decide execute the code being analyzed?

No. Decide acts strictly as a data judge. The system is intentionally designed to evaluate the safety or relevance of an input without executing the commands or code being analyzed.

Can I use Decide in CI environments?

Yes, it is designed for direct integration into CI environments via CLI commands, enabling fail-fast mechanisms on pull requests or deployments based on model decisions.

Direct Alternatives

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