A developer discovered that an MCP codebase-intelligence server can return the wrong function definition when multiple symbols share the same name, because the lookup uses `.find()` and returns the fi…
Developer Siddharth (Sidd27) built Infrawise, an open-source tool that detects a subtle AWS Lambda bug where batch consumers correctly build a batchItemFailures array but the event source mapping lack…
A developer's AI assistant generated Cognito login code that fails because the app client's explicit auth flows, client secret, MFA settings, and token validity units are configured in AWS, not in the…
A developer built Infrawise, an open-source tool that prevents AWS AccessDeniedException errors by comparing a Lambda function's code dependencies against its IAM role permissions. The tool scans code…
A developer detailed how Claude Code silently introduced a bug by guessing the event shape for an SQS-triggered Lambda, accessing `event.body` instead of the correct `event.Records[0].body`. The devel…
Infrawise is an open-source tool that collapses the MCP server setup loop into a single command, statically analyzing AWS infrastructure, database schemas, and codebases to expose context to AI coding…
Infrawise has developed an MCP server that prevents AI coding assistants from wasting tokens on irrelevant database schema. The server exposes three key tools—get_infra_overview, get_table_schema, and…
A developer identified an N+1 trigger pattern where multiple Lambda functions hammer the same DynamoDB partition key, causing latency spikes. The Infrawise tool uses AST parsing and API calls to build…
Infrawise, an MCP server providing infrastructure context to AI coding assistants, uses deterministic analysis instead of large language models to answer fact-based questions. The tool extracts data f…