Automate job board searches, filter by your criteria, and receive curated roles via email every morning.

Captures leads from your website, enriches them with context, and sends personalized follow-ups automatically.

Attack tests, property-based invariants, and security boundary tests for enforcement systems.

Design AWS serverless infra with IaC and Rust Lambda handlers.

Production-grade Rust CLIs with clap and ratatui terminal UIs.

Complete design systems from brand name, vibe, or color input.

Production-grade Docker Compose with isolation, secrets, and reverse proxy.

Exact least-privilege AWS IAM policies. No wildcards.

Mock IoT/webhook payloads and deterministic event engine tests.

Multi-agent autonomous dev: 41 agents, 7 swarms, zero human intervention.

Surgical MCP usage — no context flooding, no silent mutations.

Next.js App Router with Tailwind, Drizzle ORM, Supabase, and auth.

Design policy DSLs, WASM sandboxes, and validation pipelines.

Raw ideas to sprint-ready PRDs and feature specs.

Multi-crate Rust workspaces with enforcement boundaries and crypto integrity.

Plan-first development: no code until the spec is approved.

Hypothesis-driven debugging — no guessing, no jumping to fixes.

Web search synthesis with source attribution

OWASP Top 10 checklist with code patterns for web security

Scan agent configs for injection and misconfig

Content-hash caching with auto-invalidation

Sandbox-mode regression testing for AI-assisted code

Resource naming, pagination, error responses, versioning

Repository/service/controller layers and DB optimization

Zero-downtime migrations with rollback strategies

Index selection, RLS, connection pooling, Supabase patterns

Rolling/blue-green/canary strategies with health checks

Multi-service orchestration and container security

Strategic context window management

Token consumption audit across agents and MCPs

Write-tests-first with 80%+ coverage gates

Page Object Model with CI artifact capture

Pass/fail criteria and pass@k reliability metrics

Pre-PR build/lint/test/security pipeline

Head-to-head agent comparison with reproducible tasks

Quality audit of skill and command libraries

Sequential to DAG orchestration architectures

Optimize tool definitions and observation formatting

Eval-first execution with cost-aware routing

Session observation with confidence-scored skill evolution

Solve subagent context starvation and overflow

Enterprise agent observability and security boundaries

Quality gates and stall detection for autonomous loops

Node/TS MCP server with Zod validation

Model routing by complexity with budget enforcement

Systematic prompt improvement with A/B testing

Auto-generate architecture maps and onboarding guides

Structured architectural decision records

Search for existing solutions before writing custom code

Distill cross-cutting principles from skill libraries

Voice-matched articles, guides, and newsletters

Multi-platform content creation and repurposing

Competitive analysis with source attribution

Pitch decks, one-pagers, and financial models

Cold emails, follow-ups, and intro blurbs

@Generable, tool calling, streaming

Automated public data collection with LLM enrichment

Ownership, traits, concurrency, error handling

Unit, integration, proptest, async testing

Widget patterns, state management, Dart idioms

React/Next.js composition and performance

Immutability, naming, TypeScript strict mode

OAuth, posting, timelines, rate limits

Adapt content across X, LinkedIn, Threads, Bluesky

HS codes, tariffs, denied party screening

NCR, CAPA, root cause analysis, ISO 9001

Forecasting, safety stock, ABC/XYZ classification

Capacity planning, constraint scheduling, sequencing

Rate negotiation, scorecards, lane optimization

Delay detection, claims, escalation, SLA tracking

RMA workflows, disposition, warranty claims

Contracts, pricing, renewables, demand response

Ingest, index, search, edit video and audio

FFmpeg, Remotion, ElevenLabs, fal.ai pipeline

Text-to-image, video, speech, audio generation

Columnar optimization, MergeTree, materialized views

Decision framework for deterministic vs AI parsing

Messages API, streaming, tool use, caching

Parallel agents in isolated worktrees

Declarative intent-to-execution separation

Error handling, interfaces, goroutines, channels

Table-driven tests, benchmarks, fuzzing

PEP 8, type hints, dataclasses, async

pytest, fixtures, mocking, hypothesis

DRF, ORM, caching, signals, middleware

Auth, CSRF, SQL injection, XSS prevention

pytest-django, factory_boy, coverage

Migrations, lint, tests, security scans

Eloquent, queues, events, API resources

Auth, validation, CSRF, mass assignment

PHPUnit, Pest, factories, fakes

Lint, static analysis, coverage, security

Layered services, data access, caching

Spring Security, CSRF, headers, rate limiting

JUnit 5, Mockito, Testcontainers

Build, analysis, coverage, security scans

Naming, immutability, Optional, streams

Entities, queries, transactions, pooling

Null safety, sealed classes, coroutines, DSLs

Kotest, MockK, coroutine testing, Kover

Structured concurrency, Flow, StateFlow

DSL queries, DAO, HikariCP, Flyway

Routing DSL, plugins, auth, WebSockets

Module structure, UseCases, Repositories

State, navigation, theming, performance

RAII, smart pointers, const correctness

GoogleTest, CTest, GMock, sanitizers

Modern Perl 5.36+, Moose, CPAN

Taint mode, DBI, perlcritic

Test2::V0, prove, Devel::Cover

Thread-safe actors, file-backed cache

@concurrent, isolated conformances

Protocol-based DI, mock APIs

@Observable, navigation, composition

Blur, reflection, interactive morphing

Training pipelines, mixed precision, distributed

Animation-rich HTML slides from PPTX

Incremental bundling, FS caching

Runtime, bundler, test runner

Hydration safety, SSR data fetching

AI agent operating model

Parallel agent tmux orchestration

Context7 MCP for live API docs

Semantic web/code/company search

Quality gates, merge queues, work units

Compose and dispatch parallel teams

Write-time formatting, linting, AI fixes

Guided skill and rule setup

OCR, convert, redact, sign PDFs

Bilingual PDF from document images

Template for custom project skills

Session branching, search, compaction

Extract patterns from sessions