Atlas
Deterministic code intelligence for developers and AI
12 followers
Deterministic code intelligence for developers and AI
12 followers
Atlas helps developers and AI coding assistants understand any codebase with confidence. Find symbols, trace callers and dependencies, assess change impact, and retrieve focused context with exact file-and-line citations. Results are deterministic and reproducible. Atlas runs locally as a single binary with SQLite, CLI, MCP, and HTTP; your code never leaves your machine. Published benchmarks show 36× fewer context tokens and 17× faster retrieval than the tested graph baseline.
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Framer AI AgentsDesign and publish professional sites with AI
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We’ve been exploring a question with Atlas: what should you check before changing code you don’t know?
For this example, we used the Linux repository and traced connections around a file-reading function. The goal is to give developers a useful starting point for review, with the source available to inspect.
When you join an unfamiliar codebase, what helps you find your bearings?
#DeveloperTools #CodeIntelligence #OpenSource
A closer look at Workbench: ask a question about a codebase, then inspect the files and lines behind the result.
For this Linux example, Atlas found three call sites across two files. The result reflects the indexed snapshot and may miss other connections.
What evidence would you want to see alongside an answer?
#Atlas #DeveloperTools #CodeIntelligence #Linux
When you see an unfamiliar error in a log, how do you find the code that emitted it?
Atlas Resolve can match a log line against an indexed repository and point to a possible location. The result is a starting point for investigation, and not every log will match.
The example in the guide uses demonstration logs, not a production incident: https://atlas.aziro.com/docs/observe/
#DevOps #SoftwareDevelopment #DeveloperExperience #Troubleshooting #Observability #LogAnalysis #Debugging #SRE #IncidentResponse #CodeNavigation #DeveloperTools #Monitoring #SoftwareEngineering
A closer look at Workbench: ask a question about a codebase, then inspect the files and lines behind the result.
For this Linux example, Atlas found three call sites across two files. The result reflects the indexed snapshot and may miss other connections.
What evidence would you want to see alongside an answer?
#Atlas #DeveloperTools #CodeIntelligence #Linux