FROM THE TRENCHES Issue №287

Practical decisions for AI and software

Technical guides to choose models, verify software and plan delivery.

Latest articles

New comparisons, practical guides and engineering lessons.

Greptile Base vs Plus vs Apex: A PR Review Budget Delivery & QA

Greptile Base vs Plus vs Apex: A PR Review Budget

Choose Greptile review depth by change risk. Compare credits, monorepo rules and a pilot that measures verified findings and human triage time.

Kevin Riedl
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Wally by RunAnywhere: Cost per Accepted Coding Task AI & Agents

Wally by RunAnywhere: Cost per Accepted Coding Task

Evaluate Wally by completed coding tasks, retries and full cost. Separate hosted inference from local execution and test provider changes fairly.

Kevin Riedl
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Vendo for SaaS: Tenant Isolation and Approval Boundaries Delivery & QA

Vendo for SaaS: Tenant Isolation and Approval Boundaries

Plan a Vendo SaaS integration with two tenants, role changes, approvals and restart tests. Learn which production responsibilities remain yours.

Kevin Riedl
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Arga Labs vs Archal: Stateful Agent Integration Tests Delivery & QA

Arga Labs vs Archal: Stateful Agent Integration Tests

Compare Arga and Archal for repeatable integration tests. Use a GitHub-to-Slack protocol covering duplicate events, interrupted runs and forbidden writes.

Kevin Riedl
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Canary AI QA: Test Defect Detection, Not Benchmark Scores Delivery & QA

Canary AI QA: Test Defect Detection, Not Benchmark Scores

Evaluate Canary alongside Claude Code or Codex with known defects, clean controls and independent checks. Understand what QA-Bench v0 actually measures.

Kevin Riedl
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Reducto for German Invoices: Measure Human Review Effort AI & Agents

Reducto for German Invoices: Measure Human Review Effort

Evaluate Reducto on German invoice line items, decimal commas and totals. Build a correction-time pilot and separate PDF extraction from XML validation.

Kevin Riedl
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Cua for Desktop QA: A Browser-to-Native Test Protocol Delivery & QA

Cua for Desktop QA: A Browser-to-Native Test Protocol

Evaluate Cua on a workflow crossing browser, downloads and a native app. Verify file contents, recovery and machine cleanup rather than clicks alone.

Kevin Riedl
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AgentMail for SaaS: Tenant Isolation and Duplicate-Send Recovery Delivery & QA

AgentMail for SaaS: Tenant Isolation and Duplicate-Send Recovery

Design AgentMail email workflows with tenant-scoped keys, durable send intents and recovery after lost responses. Includes a proposed failure-test matrix.

Kevin Riedl
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Scope vs Armature: Measure Agent API Adoption Beyond Mentions Product & MVP

Scope vs Armature: Measure Agent API Adoption Beyond Mentions

Compare Scope and Armature for agent discovery and API usability. Evaluate installation, authentication and completed tasks with a proposed buying checklist.

Kevin Riedl
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