AI-Accelerated Delivery
We blend modern LLM tool use with disciplined engineering to move from idea to validated proof of concept quickly.
Sage Salmon SolutionsWise Fish. Practical AI. Bespoke Software.
Software consulting for teams that need outcomes, not tool gymnastics.
Sage Salmon Solutions is a software consulting practice focused on listening first, then translating requirements into architecture, prototypes, and reliable delivery. We pair human judgment with purpose-built LLM workflows to move fast without lowering standards.
Bespoke Workflow Craftsmanship
As the cost to develop software falls, we help small and mid-size businesses design purpose-built internal systems instead of bending around generic software.
Enterprise-Grade Foundations
Architecture, security, and sustainability are built in from day one so your solution grows without costly rewrites.
How we work
Architects. Developers. Product-minded operators.
We stay intentionally flexible in team shape while bringing broad senior experience across enterprise architecture, delivery management, and hands-on engineering.
The goal is simple: create maximally useful software quickly, while preserving security, resilience, and maintainability.
- Listen deeply to business context and constraints.
- Shape requirements into practical architecture options.
- Rapidly prototype with AI-assisted implementation workflows.
- Review against risk, security, and long-term maintainability.
- Iterate into production-ready delivery plans.
Portfolio
Selected work
Security / AI
Diana — AI-Enabled Web Vulnerability Scanner
An AI-powered web application vulnerability scanner that combines traditional scanning techniques with LLM-driven intelligence. Built on Amazon Bedrock, Diana uses AI agents to autonomously discover, analyze, and validate security vulnerabilities with significantly reduced false positives.
- AI-generated payloads crafted per endpoint context and tech stack
- Autonomous agent team that iteratively improves detection coverage
- 14 scanner modules covering OWASP Top 10 vulnerability classes
- Playwright-based SPA crawling for modern JavaScript applications
- 4-layer scope enforcement with full audit logging
PythonAmazon BedrockLangChainPlaywrightTerraformECS FargatePostgreSQL
Developer Tools / AI
Bit & Bridle — Agentic Coding Harness for GLM-5.2
A minimal, provider-agnostic agentic coding harness that drives the GLM-5.2 model through any OpenAI-compatible endpoint. It runs a streaming tool-use loop with workspace-confined file and shell tools, and ships a multi-agent self-improvement workflow where no agent grades its own work.
- Streaming tool-use agent loop with five workspace-confined tools: read, write, edit, bash, and search
- Provider-agnostic — one base-URL change swaps between Zhipu, z.ai, or a self-hosted vLLM endpoint
- Path-sandboxed tooling with output truncation to keep the model context bounded
- Self-improvement loop: parallel assessors → triage → isolated-worktree implementers → independent validators → auto-commit
- Structural "no agent grades its own work" guarantee for trustworthy autonomous iteration
PythonGLM-5.2OpenAI-compatible APIMulti-agent orchestrationGit worktrees
Our belief
The cost of producing software is dropping as AI accelerates both development and product capabilities. Bespoke business software is now practical for many more organizations. Your company no longer has to adapt to one-size-fits-all tools. Software can now be built quickly and cost-effectively around your specific needs. This shift creates room for better systems, designed around the business instead of forcing the business to fit the tools. Sage Salmon Solutions brings strategic thinking and hands-on engineering to build durable, competitive systems that create market advantage.
Have a workflow that deserves better software?
Let's map your current process, identify the fastest path to value, and build from there.
Contact Sage Salmon Solutions