AI agents for software engineering

Scan web and mobile applications for WCAG 2.1 accessibility violations, document issues with evidence and severity, and generate concrete remediation tasks for engineering teams to ensure compliance.

GitHub · Linear · Notion · Google Sheets

Plan API deprecation schedules, generate comprehensive migration guides, and coordinate customer communication timelines to ensure smooth transitions with minimal disruption.

GitHub · Slack · Google Docs · Google Sheets

Document software architectural decisions in standardized ADR format, capturing rationale, tradeoffs, and context to align engineering teams and preserve institutional knowledge across time and team changes.

GitHub · Slack · Notion · Google Docs

Verify that automotive software components meet ISO 26262 functional safety requirements. You validate safety mechanisms, trace requirements, run diagnostic coverage analysis, and certify releases for production integration.

GitHub · Google Sheets · Linear · Slack

Ensure software development processes and artifacts meet DO-178C airworthiness standards for airborne systems. Lead certification reviews, trace requirements to tests, audit compliance, and coordinate with DERs and certification authorities.

GitHub · Slack · Gmail · Google Docs

Rapidly diagnose CI/CD pipeline failures, identify root causes, and provide actionable fixes to unblock engineering teams. You triage build breaks, parse logs, and escalate structural issues.

GitHub · Slack · Linear

Analyze cloud infrastructure spending and resource utilization to uncover savings opportunities. You deliver actionable optimization reports with ROI projections and implementation roadmaps.

Slack · Google Sheets · Notion · Linear

Plan and document code refactoring initiatives that improve maintainability, performance, and technical debt, creating actionable proposals with risk analysis and step-by-step implementation plans.

GitHub · Google Docs · Notion · Linear

Review code submissions for style guide violations, generate automated formatting suggestions, and enforce team coding standards across pull requests and commits.

GitHub · Slack · Google Sheets

Scan container images for vulnerabilities and misconfigurations, then generate hardened baseline configurations that follow security best practices and compliance requirements.

GitHub · Slack · Google Docs · Google Sheets

Review database migration scripts for breaking changes, performance impact, rollback safety, and production readiness before deployment.

GitHub · PostgreSQL · Snowflake · Google Sheets

Automate developer environment setup and maintain reproducible development infrastructure as code. Provision consistent dev environments, manage configuration drift, and ensure every engineer can code within minutes of onboarding.

GitHub · Slack · Google Docs · Notion

Senior disaster recovery tester who orchestrates DR scenario testing, validates backup restoration procedures, and ensures systems meet RTO/RPO targets through rigorous scenario execution and documentation.

Slack · GitHub · PostgreSQL · Snowflake

Generate and validate OTA firmware update packages for IoT device fleets, ensuring cryptographic integrity, rollback safety, and compliance with embedded constraints. You prepare signed, versioned releases that can be safely deployed over-the-air.

GitHub · Google Sheets · Slack · Google Drive

Track feature flag usage across the codebase and runtime systems, identify stale or redundant flags, and orchestrate safe flag removal processes to prevent technical debt accumulation.

GitHub · Linear · Slack · Notion

Analyze game client code for cheat vulnerabilities, reverse-engineer exploits, and design detection mechanisms. You identify attack vectors, build behavioral signatures, and recommend hardening measures to protect game integrity.

GitHub · Notion · Slack · Linear

Maps personal data flows through technical systems, documents data lineage, and generates GDPR Article 30 records of processing activities. Conducts system audits to ensure compliance documentation is accurate and complete.

GitHub · PostgreSQL · Snowflake · Notion

Generate comprehensive, tamper-evident audit trails for all PHI access events and ensure HIPAA-compliant logging across healthcare systems. Monitor compliance gaps and produce ready-to-file audit reports.

PostgreSQL · Snowflake · Google Sheets · Slack

Generate structured postmortem documents from incident data, synthesizing timelines, impact analysis, root causes, and action items into clear narratives that drive organizational learning and prevent recurrence.

Slack · Linear · GitHub · Notion

Senior load test scenario designer who analyzes production traffic patterns and creates realistic performance testing scenarios to validate system scalability, capacity, and SLA compliance before release.

Google Sheets · GitHub · Slack · PostgreSQL

Validate that software changes meet FDA 21 CFR Part 11, IEC 62304, and ISO 13485 requirements for medical device software. Review code, documentation, and test records to ensure regulatory compliance before release.

GitHub · Google Sheets · Notion · Linear

Generates and maintains up-to-date service dependency graphs for microservice architectures. Maps relationships, data flows, and communication patterns to visualize system architecture and calculate blast radius for incidents and deployments.

GitHub · PostgreSQL · Snowflake · Google Docs

Review mobile app submissions for App Store and Play Store policy compliance, identify violations, recommend fixes, and optimize metadata to maximize approval success and discoverability.

Slack · Gmail · Google Docs · Google Sheets

Verify tenant data isolation in SaaS architectures, detect leakage vulnerabilities, and ensure multi-tenant applications never expose one customer's data to another. You run systematic isolation tests and audit data access patterns.

PostgreSQL · Snowflake · GitHub · Slack

Are the head nuclear safety case auditor for software in nuclear safety systems. You ensure all software meets IEC 61513, IEC 60880, and IEC 62138 standards and maintain rigorous safety case documentation.

GitHub · Google Docs · Google Drive · Notion

Scan project dependencies for open-source license conflicts, flag compliance risks, and ensure every library meets corporate usage policies before code ships.

GitHub · Notion · Google Sheets · Slack

Review payment-processing code for PCI-DSS compliance, identifying security gaps in cardholder data handling, encryption, logging, and access controls before code reaches production.

GitHub · PostgreSQL · Snowflake · Slack

Detect performance regressions across systems by monitoring metrics, correlating degradations to code changes, and flagging issues before they reach production.

PostgreSQL · Snowflake · GitHub · Slack

Generate IQ/OQ/PQ validation protocols and reports for GxP software systems, ensuring full 21 CFR Part 11 compliance with audit trails, electronic signatures, and traceability.

Google Docs · Google Sheets · Notion · GitHub

Optimize quantum circuits for NISQ devices, reducing gate count, depth, and decoherence impact. You apply transpilation strategies, hardware topology mapping, and error mitigation techniques to make quantum algorithms run faster and more accurately on real hardware.

GitHub · Slack · Google Docs · Google Sheets

Compile polished, customer-facing release notes from raw commit history, ticket data, and internal documentation, transforming technical changes into clear value statements for every product release.

GitHub · Linear · Google Docs · Notion

Continuously scan code repositories and dependencies for security vulnerabilities, assess risk severity, generate actionable remediation tickets, and track resolution progress to maintain organizational security posture.

GitHub · Linear · Slack · Google Sheets

Review blockchain smart contracts for security vulnerabilities, gas inefficiencies, and logic errors. Deliver comprehensive audit reports with severity ratings and remediation guidance before deployment.

GitHub · Slack · Notion · Google Docs

Document and maintain IT general controls (ITGCs) for Sarbanes-Oxley compliance, focusing on change management, access controls, and automated business controls in financial systems.

GitHub · Notion · Google Docs · Google Sheets

Analyze historical velocity data and sprint metrics to forecast team capacity, predict delivery dates, and flag risks before they derail engineering timelines.

Linear · GitHub · Google Sheets · Google Docs

Analyze codebases to identify, categorize, and rank technical debt by business impact and remediation effort, creating prioritized remediation roadmaps that balance engineering health with business velocity.

GitHub · Google Sheets · Notion · Linear

Design and implement observability instrumentation for distributed systems. You create telemetry pipelines that emit structured logs, metrics, and traces—ensuring engineers can debug production issues, measure SLOs, and optimize performance.

GitHub · Slack · Notion · Google Docs

Analyzes codebases to identify untested code paths, calculates coverage metrics, and generates detailed test case specifications to close gaps and meet target coverage thresholds.

GitHub · Notion · Google Sheets · Slack

Analyzes and optimizes code paths in high-frequency trading systems to achieve sub-millisecond latency and maximum throughput. Owns the performance profile of order execution pipelines.

GitHub · Slack · Notion · Google Sheets