Ralph loops support for Plans/Specs inside Varro (@code agent extension for @opencode) is there. Plan, save it to .md, run /ralph command, enjoy a long running session processing through your plan.
marketplace.visualstudio.com…
#VSCode #AICoding #DeveloperTools #OpenSource
Are you @opencode user and was searching for @code extension which would integrate it well? Comparable to Copilot or Codex. I did an attempt to write one marketplace.visualstudio.com… which satisfy my initial expectations. Now I can extend it and listen for feedback.
Andrew Koltyakov retweeted
Dear OpenAI, I am hitting the 5h session limit within 10 minutes on my Codex Plus plan. You have made it completely unusable overnight. Please fix it. Thanks.
Meet Quant: github.com/koltyakov/quant
It turns a folder into a searchable MCP knowledge source: code, docs, PDFs, office docs.
Stack: Pure Go, Ollama (embeddings), SQLite, MCP.
Useful when you want agents research through your docs.
#opensource #mcp #rag #golang #ollama
Andrew Koltyakov retweeted
PSA: If you've been running out of Claude session quotas on Max tier, you're not alone. Read this.
Some insane Redditor reverse engineered the Claude binaries with MITM to find 2 bugs that could have caused cache-invalidation. Tokens that aren't cached are 10x-20x more expensive and are killing your quota.
If you're using your API keys with Claude this is even worse. This is also likely why this isn't uniform, while over 500 folks replied to me and said "me too", many (including me) didn't see this issue.
There are 2 issues that are compounded here (per Redditor, I haven't independently confirmed this) :
1s bug he found is a string replacement bug in bun that invalidates cache. Apparently this has to do with the custom @bunjavascript binary that ships with standalone Claude CLI.
The workaround there is to use Claude with `npx @anthropic-ai/claude-code`
2nd bug is worse, he claims that --resume always breaks cache. And there doesn't seem to be a workaround there, except pinning to a very old version (that will miss on tons of features)
This bug is also documented on Github and confirmed by other folks.
I won't entertain the conspiracy theories there that Anthropic "chooses" to ignore these bugs because it gets them more $$$, they are actively benefiting from everyone hitting as much cached tokens as possible, so this is absolutely a great find and it does align with my thoughts earlier.
The very sudden spike in reporting for this, the non-uniform nature (some folks are completely fine, some folks are hitting quotas after saying "hey") definitely points to a bug.
cc @trq212 @bcherny @_catwu for visibility in case this helps all of us.
Peeps, who use @claudeai Pro plan? What do you manage to do with it? Even a simple planning prompt result ends up with 60% of 5h limit. This all sounds not as a Pro plan, but "try 1-2 prompts trial". Even a Haiku prompt on a small codebase is more than 30%, that's a JOKE!
Maybe it's related and the math for 5h limits is off: xitter.cf/manoj_ahi/status/20386…
There are also issues, when after 5h you type a thing and the limit is immediately at near 100% and doubling the weekly one.
New Blog post: The Awkward Middle Ground Between pg_dump and Logical Replication
linkedin.com/pulse/awkward-m…
#PostgreSQL #Golang #OpenSource #DatabaseEngineering #DevTools #BackendDevelopment
🤖 Made with AI
Replying to @koltyakov @claudeai
I'm OK with weekly limits, but 5h limits makes it unusable for even tiny coding needs.
I know many bad developers, and they produce bad code and results with AI.
I know many good devs, and they produce good code and results with AI.
So it was never really about the code - but discipline, an engineering mindset, testing, polishing results, and 🩷 for what you do.
Just shipped a new `expose` release: static site from a folder, SPA support and built-in Markdown rendering. Self-hosted tunnel, no third-party.
github.com/koltyakov/expose
#golang #opensource #devtools #selfhosted #homelab
⚙️ Oracle to CSV exporter incremental sync
A lightweight, cloud-friendly CLI tool written in Go that streams data directly from Oracle to CSV without storing entire exports in memory.
github.com/koltyakov/ora2csv
#Oracle #Golang #DataWarehouse #csv #Synchronization #CLI #S3
Web developer, tired of tunnel services with rate limits, forced domains, or paid tiers?
expose - self-hosted HTTP tunnel. Your infra, your domain, your rules.
⭐ Star it, try it, break it → github.com/koltyakov/expose
#opensource #webdev #devtools #golang #selfhosted #tunnel
🚀 New open-source project - a BYOI (Bring Your Own Infrastructure) HTTP tunnel. Run your own server, expose local ports over HTTPS. No third-party services, no subscriptions.
Built with Go. Single binary. Auto TLS.
GitHub → github.com/koltyakov/expose
For devs asking “how do I run coding agents without breaking my machine?”
Docker Sandboxes are now available.
They use isolated microVMs so agents can install packages, run Docker, and modify configs - without touching your host system.
Read more → bit.ly/4teSVgL
Ever try embedding scripting in a Go platform? Built tsgo to solve this: TypeScript execution with type inference.
tinyurl.com/yc3dhnfn
#TypeScript #Golang #OpenSource #DevTools #DeveloperExperience #Workflow #Platforms













