March 2026: API Gateway Specifications Discovery and Dashboard Sync was delivered to Akto, enabling centralized API visibility and governance across AWS accounts. Implemented OpenAPI specs discovery and ingestion into the Akto dashboard (commit fa3216ed5dd8b4f16b1afbf0405201681e5e1def). No major bugs fixed this month; minor maintenance performed. This milestone establishes a single source of truth for APIs, enabling faster security governance, policy enforcement, and compliance reporting.

February 2026 monthly performance summary for akto-api-security: Delivered core features across akto and Documentation repos with a focus on MCP integration, domain mappings, UI/UX improvements, test accuracy, and deployment documentation. Key outcomes include robust MCP path-based request identification, improved header management, broader user invitation domains, and focused agentic dashboard (LLM and MCP categorization). Upgraded MCP library with dependency synchronization, and improved test coverage and UI behavior (dropdown and source parameter in tests). Fixed a critical validation feedback issue by ensuring non-null/empty validation messages, improving clarity for users. Overall, these changes enhance routing accuracy, onboarding capabilities, developer experience, and deployment reliability, enabling faster time-to-value for customers while reducing support friction.

Month: 2026-01 — concise monthly summary focusing on delivering business value and technical excellence across akto-api-security/akto and tests-library. Highlights include DevRev processing improvements, targeted data fetch capabilities, guardrail governance UI enhancements, demo account risk visibility, and ongoing library/backend modernization, with robust bug fixes and governance improvements.

December 2025: Delivered end-to-end DevRev integration across Akto's API surface and UI, enabling seamless configuration and branding; created Ticket API/UI for DevRev; implemented context-aware threat data handling; and added robust documentation to accelerate adoption. Fixed reliability issues in parts data fetching and token management, corrected list parts default pagination, and strengthened the Endpoint Security Dashboard backend. Performance gains achieved via targeted database indexing for malicious events. Technologies demonstrated include API design, frontend-backend integration, context-aware data processing, security-conscious token handling, pagination, and comprehensive documentation.

November 2025: Focused on strengthening MCP integration reliability, enabling data-driven LLM guardrails, and hardening API runtime against errors. Delivered three key areas in akto-api-security/akto: MCP Sync Job robustness, LLM-based guardrails and configuration, and MCP API runtime error filtering. These changes reduce error propagation, improve endpoint inventory accuracy, and provide configurable safety policies with confidence scoring. Result: more reliable MCP communications, safer content evaluation, and clearer visibility into API health. Notable commits include fae28ba7707e6630a02fae749296be63f6a3c7b4, 3dce0350996bc189215d7b70cbc33584a288f17c, and 0a8bbf799c6824a78121ad41ce019cd43ea81331.

Concise monthly summary for 2025-10 focusing on business value and technical achievements. Delivered end-to-end Imperva API schema integration and UI support in akto, updated API definitions to handle Imperva schemas, and introduced Imperva model classes for API schema parsing. Refactored Core API and Parser to improve reliability and maintainability, including header support and cleanup of unused code. Enabled query-parameter handling and ensured API collections are created before thread execution to reduce run-time errors. Strengthened the data model and metadata (stream usage, exception handling, updated date, username) to improve auditing and analytics. Expanded documentation and inline comments to support onboarding and usage. Repaired critical issues: prevented responses from being converted to XML and removed a duplicate method.

Month: 2025-09 — Concise monthly summary focusing on delivering security features, documentation excellence, and data workflow improvements across two repositories (akto-api-security/Documentation and akto-api-security/akto). The month emphasized aligning customer onboarding with a stronger security posture while enhancing cross-team collaboration through clear, actionable documentation and API integration capabilities.

August 2025 delivered targeted features and reliability improvements in akto, focusing on testing, policy processing, security, and billing/data sync. Key outcomes include enabling streamable HTTP API testing, enriching keyword processing with magic validate, adding actor type for better entity modeling, expanding security with MCP CA certificates and feature-flags for MCP/AI discovery, and tightening billing synchronization. Extensive codebase refinements and bug fixes enhanced stability, error handling, and maintainability, enabling faster, lower-risk delivery of upcoming features.

July 2025 highlights for akto-api-security/akto: Focused on reliability, observability, and data propagation for distributed LLM tests and MCP workflows. Delivered multinode LLM testing context propagation with improved error handling and event stream headers; MCP testing enhancements with categorization and discovery logging; added projection functionality; and completed maintenance fixes including SSE request handling and Jira payload enrichment, contributing to faster, safer deployments and better remediation tracking.

June 2025 monthly summary for akto-api-security/akto. The team delivered substantial MCP-focused capabilities, API runtime enhancements, and code quality improvements that drive reliability and business value. Key features include MCP discovery and resource/list methods, API surface expansion, and modular refactoring; major bug fixes improved stability. Demonstrated strong Java backend skills, with emphasis on modular architecture, logging, test coverage, and maintainability.

May 2025: Implemented core API expansion, data synchronization, and validation capabilities; delivered substantial UI polish and security/compliance enhancements; and improved CI/CD automation across critical repos. The month focused on delivering business value through reliable data flows, scalable API surfaces, and improved developer/ops experience.

April 2025 monthly summary for akto-api-security/akto focusing on delivering observability improvements, automation enhancements, scheduling integration, and code quality. Key initiatives include introducing loggermaker for structured logging and migrating info-level logs to debug to reduce noise; enabling auto ticketing parameters in the startTest API and refining Jira auto-create workflows; integrating a scheduling framework (initial and extended) for reliable task orchestration; and a suite of PR, filtering, settings, and open-item improvements to boost developer productivity and platform reliability. Also addressed stability through robust exception handling and a batch of bug fixes, alongside housekeeping changes such as organizing imports and refining PR comments. Business value takeaway: faster incident resolution, reduced manual ticketing, scalable scheduling, improved reviewer experience, and strengthened platform resilience.