Enterprise code intelligence that runs on your infrastructure.
Available exclusively through Magma Inc. consulting engagements.
Enterprise codebases outgrow any team's ability to understand them.
When business logic is scattered across databases, services, and scripts, finding where things actually happen becomes archaeology, not engineering. CodeGnosis turns your codebase into a searchable knowledge base. On your network. No code leaves.
30 minutes. No pitch. Bring your messiest AI question. I'll give you a straight answer.
Fred Brooks called this accidental complexity — the self-inflicted difficulty that accumulates when systems evolve faster than documentation. In 2026, AI made it worse: teams ship faster, but understanding lags further behind.
New developers spend weeks asking seniors "where does X live?", pulling your most experienced people off high-value work to answer questions that should be self-service.
grep finds keywords, not concepts. Searching for "auth" returns 500 matches. Searching for "how does authentication work?" returns nothing.
When auditors ask "where is customer PII processed?", your team manually traces data flows across services and databases. Every audit is a fire drill.
Your security team won't approve uploading proprietary code to cloud AI tools. HIPAA, SOX, ITAR require code to stay on-premises. So your developers can't use the AI that would actually help.
"Where does product expiration happen?"
grep returns 500 matches. Senior dev is in meetings. Two days later: the SQL script, the Java service, and the batch job are found. Nobody documented the connection.
Same question. Ten seconds. All three files surfaced with context. Developer ships the feature that afternoon.
If your team spends more time searching for code than writing it, we should talk.
Book a Free Consultation30 minutes. No pitch. Bring your messiest AI question. I'll give you a straight answer.
Accelerated code comprehension for enterprise codebases.
Ask "where does the system handle expired products?" and get the SQL script, the Java service that calls it, and the batch job that schedules it. Finds concepts and exact matches.
SQL, Java, C#, C/C++, Python, JavaScript, shell scripts, batch files. CodeGnosis parses code at the structural level. It understands function boundaries and cross-file relationships regardless of language.
Runs entirely on your infrastructure. No external API calls. No cloud dependencies. No data exfiltration risk. Your code stays where your security team needs it.
CodeGnosis scans your repositories and builds a semantic index. Runs once, then tracks changes. Only modified files are re-processed.
Developers query by concept ("user authentication flow") or exact match ("validate_token.py"). Results include actual code, file location, and context.
Results surface in the AI tools your team already uses: Claude Code, Cursor, GitHub Copilot. No new UI to learn. No workflow disruption.
Think of it this way: If Claude Code, Cursor, or GitHub Copilot are web browsers, CodeGnosis is Google Search for your proprietary code.
Your AI assistant is powerful, but it's searching blind. It can only see files you explicitly open or mention. It doesn't know what's in your other 50 repositories. It can't trace that "product expiration" spans a SQL script, a Java service, and a batch job across three projects.
CodeGnosis indexes everything once, then answers semantic queries in milliseconds. Your AI assistant stays the same. It just gets smarter answers, faster.
We don't replace your tools. We make them actually useful on enterprise codebases.
"Daniel brought exceptional technical expertise and enthusiasm to our team. He simplified complex architectures, mentored colleagues, and consistently delivered solutions that balanced innovation with practical business needs."
ThoughtWorks validated this approach with their internal CodeConcise tool: 56x faster issue resolution, 60,000 person-days saved across 15 million lines of code. We've productized the same approach for air-gapped deployment.
| grep | Claude Code, Copilot, Cursor | Documentation | CodeGnosis | |
|---|---|---|---|---|
| Finds concepts, not just keywords | No | Yes | If written | Yes |
| Works air-gapped / on-prem | Yes | No | Yes | Yes |
| Cross-language (SQL + Java + C#) | No | Yes | Manual | Yes |
| Always current with code changes | Yes | Yes | Rarely | Yes |
| Self-service (no senior needed) | Yes | Yes | If it exists | Yes |
| Searches across all repositories | One at a time | 1-3 repos | Rarely connected | All of them |
Large consulting firms built internal versions of this approach. ThoughtWorks has CodeConcise. Accenture has GenWizard. IBM has watsonx Code Assistant. None of them sell these tools to clients. CodeGnosis is available — deployed on your infrastructure, configured for your stack, as part of a consulting engagement.
Your monitoring catches an error at 2 AM. The stack trace points to code you've never seen, in a repo you didn't know existed, written by a team that's been restructured twice.
Old way: Paste into Slack. Wait for someone to wake up. Hope they remember how this worked three years ago.
With CodeGnosis: Paste the exception. Get the exact code path, the configuration files involved, and suggested fixes from your AI assistant. All without leaving your terminal. ThoughtWorks saw this pattern cut issue resolution from 3 weeks to 3 hours.
CodeGnosis deploys as part of a consulting engagement, configured for your code, your stack, your security requirements. Every enterprise codebase is different. We validate it on your code before you commit to anything.
Book a Free Consultation30 minutes. No pitch. Bring your messiest AI question. I'll give you a straight answer.
Index your priority repositories. Configure for your tech stack. Integrate with your team's AI assistant. Validate search quality on real developer questions. Deliverable: a working instance your team uses immediately.
Expand to all repositories. IDE and workflow integration. Authentication and access control. Team training and adoption.
Re-indexing automation as code evolves. Search quality optimization. Expand to additional codebases and teams.
No lock-in. CodeGnosis runs on your infrastructure. If you decide it's not needed after the engagement, you've lost nothing.
What you own on day one. Days, not weeks.
As your team uses CodeGnosis, they surface insights that inform bigger decisions: architecture dependencies across services, patterns and inconsistencies in how teams handle logging or error handling, and which parts of the codebase carry the most risk. These discoveries come from using the tool — they're what happens when your team can finally see the whole system.
Need support for less common languages or non-code data sources? Custom connectors are available as engagement extensions.
All deliverables are yours to keep. CodeGnosis is licensed for non-transferable internal use during the engagement. Renewal terms are discussed as part of ongoing advisory.
Before you sign, know what you're buying. CodeGnosis maps a target's actual tech landscape in days, not weeks: hidden liabilities, PII risks, technical debt, vendor lock-in. One engagement, one artifact your lawyers understand.
"I built CodeGnosis because I got tired of the first two weeks of every consulting engagement being archaeology instead of engineering."
Daniel Zivkovic built CodeGnosis solving this exact problem on enterprise engagements: large codebases, multiple languages, air-gapped constraints, teams that needed to understand systems faster than documentation could keep up.
Background includes Fortune 500-scale legacy code modernization and consulting engagements across financial services, telecom, and industrial software. Founder of Serverless Toronto (5,200+ members, 8 years).
CodeGnosis implements the approach that firms like ThoughtWorks pioneered with their internal CodeConcise tool, optimized for air-gapped deployment. CodeGnosis is the tool Daniel uses with his own clients.
Most of my consulting engagements start with a 30-minute conversation. If CodeGnosis fits your situation, I'll tell you. If it doesn't, I'll explain why.
Book a Free Consultation30 minutes. No pitch. Bring your messiest AI question. I'll give you a straight answer.
