XHawk 0.99 - Transform Coding Sessions & Code into a System of Context
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Turn your session history into a knowledge base. XHawk CLI automatically captures AI sessions during every git push, mapping the agent's reasoning directly to your commits. Don't just ship code. Capture the intent, audit the logic, and build a searchable, collaborative record of how your software actually gets built with coding agents. Our AI decodes your entire codebase, generating dynamic learning paths and docs for agents and humans.
Replies
Solid idea. Do you worry about indexing solutions that just... happened to work but might not be optimal? Could that mislead future agents?
OS Ninja
@4vinn We are 100% focussed on making sure the indexes stay fresh. Remember sending full files up to LLMs every session is a bad idea in the long term.
OS Ninja
@4vinn I think the single-player-LLM-loop will convert into a collective intelligence based loop in the near future. When a developer wants to make a change - it will be obvious that the tool like claude code, codex or gemini should build the starting context from a company wide knowledge pool. Large software is built across repositories and services - a local file system search can only work great for greenfield projects IMHO.
This is really impressive!I love the idea of turning coding sessions into a searchable knowledge base. Capturing the reasoning behind commits and mapping AI sessions to actual code seems like a game-changer for collaboration and onboarding.
Curious how customizable is the learning path generation? Can teams adapt it to their own workflows or coding standards?
OS Ninja
@omer_arshad2 Yes, think of us as building the next Atlassian "Confluence". It's built by agents. The consumer is also going to be 95% agents. However, we do want humans to guide the agents to customize the learning paths. Edit them if needed. Run prompts to ask for changes.
What will not change in 5 or 10 or 20 years? Humans will still be responsible for shipping software. We think of it more like -- "humans as guardrails" instead of "human in the loop".
Thanks a lot for your insightful question!
Any discounts for producthunt upvoters to add another account? :)
OS Ninja
@harryduran It's free for all users right now Harry. You can email me firstname at companyname. Happy to give you premium access :)
Used it and loved it!
OS Ninja
@aaditya_menon Thanks for your support!
Nice work 🚀 Capturing the session context with commits feels like something the ecosystem really needs. Excited to see how this evolves 👀
OS Ninja
@yugal_joshi Thanks for your support!
Used it and loved it.
OS Ninja
@raju_koushik Thanks for your support!
LetterHunt
Congrats on the launch, punit!
OS Ninja
@akhilbvs Thanks!
Congrats on the launch! The idea of capturing the reasoning behind code, not just the code itself, is something engineering teams have needed for a long time. Most knowledge walks out the door when a developer leaves or a context window resets.
The AGENTS.md standard is an interesting move. Would be curious to know how it handles projects where the architecture has evolved a lot over time, and the early decisions are basically archaeology at this point.
OS Ninja
@andreitudor14 We update the AGENTS.md files every night based on code changes. The key idea is that we should capture the patterns and anti-patterns from the codebase automatically. Every developer should not start from scratch. The biggest challenge is that LLMs are stateless. Engineering teams are successful because they are stateful. Our goal is to bring that "collective intelligence" into the software development lifecycle. It will be mostly driven by agents in the future so we are optimizing for that.