The Danger’s Already in the Build. You Just Don’t Know It Yet.01 / A clearer way forward

Resolve — The Software Dependency Reduction & Recovery Platform

Discover what your software depends on. Eliminate what it doesn't need. Repair what is vulnerable. Verify what changed. Respond rapidly when a dependency becomes dangerous.

Discuss a pilot Explore the workflow

Start with a focused scope and agreed measures of value.

From exposure to evidenceScroll to explore
PRODUCT WORKFLOW / 01—05

A clear path from dependency insight
to reviewed change.

Follow one dependency decision from discovery to an inspectable outcome. Select a stage to see the evidence your team can review.

WORKSPACE/Dependency review
Illustrative workflow
STAGE 01 / DISCOVER

Know what your software carries.

Map dependencies, match known advisories, and examine available usage evidence before deciding what needs attention.

Inventory review
DEPENDENCY RELATIONSHIPS ILLUSTRATIVE
Repository
Inventory
Direct
Transitive
Dev
Advisory linked
Usage signal
Health review
REVIEW FOCUS / 001

Context around the finding.

See what depends on a package and the signals that help your team prioritize it.

Available evidenceInventory + advisory
Decision pointReview usage
REVIEWABLE OUTPUTS
Dependency inventoryAdvisory findingsUsage evidence
↗
STAGE 02 / REDUCE

Keep what earns its place.

Surface likely unused Python dependencies for engineering review. Removal is controlled and explicitly opted into.

Candidate review
CANDIDATE ASSESSMENT ILLUSTRATIVE
Repository
Signals
Imports
Candidate
Config
Production refs
Review required
Implicit use
REVIEW FOCUS / 002

A candidate, not a verdict.

Import and configuration signals inform the recommendation; your engineers decide whether to remove.

Available evidenceReference signals
Decision pointEngineer review
REVIEWABLE OUTPUTS
Removal candidatesSupporting signalsOpt-in change
↗
STAGE 03 / REPAIR

Make the change reviewable.

Plan targeted upgrades or supported replacements on a separate branch, with a patch and draft review material.

Change prepared
CHANGE PATH ILLUSTRATIVE
Finding
Plan
Branch
Patch
Summary
For review
Version change
Draft PR text
REVIEW FOCUS / 003

From plan to patch.

Review the proposed versions, branch, patch, and PR draft text in your existing repository process.

Available evidencePlan + patch
Decision pointReview change
REVIEWABLE OUTPUTS
Change planSeparate branchPR draft text
↗
STAGE 04 / VERIFY

Compare what actually changed.

Compare available baseline and changed-branch tests, re-scan, and keep failures or missing validation visible.

Results compared
VALIDATION PATH ILLUSTRATIVE
Baseline
Compare
Tests
Changed
Re-scan
May be absent
Branch result
Findings
REVIEW FOCUS / 004

Validation with its limits.

See before and after findings alongside available tests, including skipped checks or failing baselines.

Available evidenceTests + re-scan
Decision pointAssess results
REVIEWABLE OUTPUTS
Test comparisonBefore / afterGaps visible
↗
STAGE 05 / RESPOND

Be ready when health changes.

Reassess watched packages on scheduled runs, surface rising risk, and prepare supported responses for review.

Watch review
SCHEDULED WATCH ILLUSTRATIVE
Watch list
Run
Change
History
Alert
Review risk
Observed
Optional webhook
REVIEW FOCUS / 005

Follow the signal.

Scheduled checks record observed package health; eligible cases can lead to a response branch.

Available evidenceHistory + alerts
Decision pointReview response
REVIEWABLE OUTPUTS
Health historyRisk alertsSupported branch
↗
Illustrative Resolve workflow. No customer or live repository data is shown.Explore capabilities and ecosystem coverage ↗
01 / THE CHALLENGEA better basis for action

Every dependency is a decision your software carries forward.

Some packages are essential. Others are no longer used, carry known vulnerabilities, or have stopped receiving maintenance. Resolve gives your team a clearer basis for what to keep, remove, or change.

01 / UNNECESSARY

Reduce what you no longer need.

Find likely unused Python dependencies and inspect the signals before any removal.

02 / VULNERABLE

Repair with context.

Link known advisories to dependencies and review a targeted change with a patch.

03 / UNMAINTAINED

Watch for risk that changes.

Track package health on scheduled runs and prepare supported responses for review.

✳ A malicious package can create risk during installation; usage analysis alone cannot establish that it is safe. Scope this risk separately with your team.

02 / HOW IT COMES TOGETHER

Less dependency weight.
More room to move.

Resolve connects discovery, reduction, repair, verification, and watch activity into a workflow your team can inspect. Each step keeps the reasoning close to the change.

Explore the five stages
DISCOVERREDUCEREPAIRVERIFYRESPOND
Abstract connected forms representing a dependency path moving through review
Original editorial illustration · Dependency relationships are conceptual
03 / THE EVIDENCEFrom finding to review

See the change.
Inspect the evidence.

A proposed fix should come with enough context to review it. Resolve creates artifacts that help your team understand the finding, examine the patch, and compare available validation results.

01 / UNDERSTAND

Understand the finding

Dependency inventory, known advisories, package health, and available usage evidence.

02 / REVIEW

Review the change

Change plan, separate branch, patch, proposed versions, and PR draft text.

03 / ASSESS

Assess the result

Before and after findings with available tests, including failures or verification gaps.

04 / SHARE

Share the record

Generated reports and a software bill of materials to support technical review.

✳

Coverage and analysis depth vary by ecosystem. Reports document available evidence; they do not certify a change as risk free.

Download evidence guide
04 / SHARED DECISIONS

One record.
Different decisions.

FOR SECURITY LEADERS

Put risk in context.

Focus the conversation on dependency exposure with supporting evidence.

FOR ENGINEERING LEADERS

Examine the proposed change.

Assess targeted repairs alongside available test results and the patch.

FOR PLATFORM LEADERS

Make the process repeatable.

Evaluate the workflow across supported repositories and ecosystems.

05 / PROOF OF VALUE

Prove the value in your environment.

Start with a representative repository and a clear question: which dependencies should you keep, remove, repair, or review more closely?

Discuss a pilot Download pilot brief
A FOCUSED EVALUATION
  1. 01
    Scope the work

    Agree a bounded repository and measures of value.

  2. 02
    Establish the baseline

    Inventory dependencies and review initial findings.

  3. 03
    Review selected changes

    Examine plans, patches, reports, and available tests.

  4. 04
    Evaluate the result

    Decide what the evidence supports and what comes next.

START A CONVERSATION

Let’s define your
proof of value.

Tell us about your team and what you want to understand about your dependencies. We’ll help scope a focused evaluation.

hello@stackview.ai
A practical first conversation.

Your environment. Your priorities. The evidence you need to make a decision.

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06 / QUESTIONS BEFORE A PILOT

The practical details.

Evaluation starts with a clear account of what Resolve can assess today and where review still belongs to your team.

Which ecosystems does Resolve support?

Resolve supports Python, JavaScript/TypeScript, Java, and .NET. Analysis depth varies: function-level reachability is available for Python; other ecosystems use import-level and package-call evidence. We can confirm coverage for your repository during pilot scoping.

Does Resolve remove dependencies automatically?

Likely unused packages are candidates for engineering review. Removal is an explicit option and should follow that review.

How does my team review a fix?

Resolve prepares a separate branch, patch, reports, and PR draft text. Your team uses its existing repository review and merge process to decide what ships.

What happens when tests are missing or already failing?

Those states are recorded in the results. Resolve compares available baseline and changed-branch tests; missing verification is not presented as successful validation.

Is AI required?

AI assistance is optional for Python function-level analysis. Resolve also runs with static analysis. A pilot can evaluate the configuration appropriate to your environment.

What does recovery mean in the current workflow?

It includes identifying upgrades that break detected tests, rebuilding the remediation branch without those changes, and preparing supported dependency replacements. Production recovery and incident response needs should be scoped separately.

LET'S MAKE THE NEXT DECISION CLEARER

Make the next dependency decision with evidence.

Discuss a focused pilot to understand your dependencies, review practical changes, and assess the value in your environment.

Discuss a pilot