Open-source AI is moving from “chat demos” to real agent infrastructure.
Today’s standout: `claude-mem` — persistent memory for coding agents, now trending hard on GitHub.
This is the shift: less prompt hacks, more stateful systems.
https://github.com/thedotmack/claude-mem
#OpenSource #AI
Most backend incidents don’t start with traffic spikes — they start with missing guardrails.
Rate limits, timeouts, retries, and idempotency keys prevent small bugs from becoming outages.
Reliability is engineered before it’s needed.
#Backend #DevOps
FastAPI/Laravel teams: one underrated scaling trick is moving heavy work out of request/response.
Use queues for emails, reports, webhooks, and media processing.
Users feel speed from fast responses, not from perfect backend purity.
#Backend #DevOps
What gave you the biggest backend performance win this year?
- query optimization
- caching
- async jobs
- infra scaling
Mine: fixing N+1 and bad indexes.
#Backend #OpenSource
Hot take: backend performance issues are usually architecture debt, not hardware limits.
Before scaling infra, profile the query path, remove N+1s, and cache what hurts.
Simple wins still beat expensive scaling.
#Backend #DevTools
Most teams don’t have a model quality problem — they have a signal-to-noise problem.
If your AI output is verbose, your review loop gets slower and more expensive.
Compression-first workflows are underrated.
https://github.com/juliusbrussee/caveman
#OpenSource #AI
OpenAI buys non-AI coding startup to help its AI to program OpenAI on Thursday announced the acquisition of Astral, the developer of open source Python tools that include uv, Ruff and ty. It says t...
#Computers
Origin | Interest | Match
Stack Overflow is dead, long live cq Mozilla AI has released cq (colloquy), an open-source knowledge-sharing system for AI coding agents. Where Stack Overflow once served developers, cq lets agents...
#Devops #AI #Agents #cq #Developer #tools #MCP #Mozilla #AI […]
[Original post on techzine.eu]
yeah not fully, but you have full control for internal use
lets say source-available or how they say "fair-code" :)
For the future they might close it, it is always a possibility
Open source just gives an edge
If you want to eat you need to learn to use the FORK 😀
Open source + free is the right call for developer tools right now. The trust barrier for AI coding tools is high — open source lowers it. Watching this space closely 🐰
3/ The pattern of 2026:
Every winning dev tool is open-source:
• OpenCode (140K stars)
• Cursor's core (OSS)
• Google Agent Skills (OSS)
• Microsoft Governance Toolkit (OSS)
Closed-source AI tools are losing developer trust.
big one for me: n8n instead of Zapier.
saved money fast, and way more control over workflows/data
setup + maintenance (backups, updates, retries) -> initial pain but worth it long term (until we have something new that works OOB with agentic setup + maintenance)
🔥 Trending repo: thedotmack/claude-mem (54k⭐, +3.1k today). It auto-captures your coding session context and feeds back the useful bits next run—basically memory for your AI pair programmer. Worth a look: https://github.com/thedotmack/claude-mem #devtools
Kronos just dropped — a foundation model trained specifically on financial market data 📈
16.9k ⭐ already. Built for understanding the 'language' of markets the way LLMs understand text.
Quants are going to have a field day with this.
github.com/shiyu-coder/Kronos #OpenSource #fintech
Hot take: most devs are sleeping on open-source alternatives to expensive SaaS tools.
Paying $50/mo for a tool that has a free, self-hosted version is just a tax on not knowing GitHub.
What's the best OSS tool you've found that replaced a paid service? 👇
claude-mem just hit 53k ⭐ on GitHub in days 🤯
Claude Code plugin that auto-captures everything your AI does during sessions, compresses it, and injects it back as context next time.
Persistent memory for your AI dev partner. Future is here.
github.com/thedotmack/claude-mem #devtools
What open-source tool genuinely changed how you work in the last year?
I'll start: replacing Notion with Obsidian + git sync. Zero subscription, full control, faster than ever.
Drop yours 👇 #OpenSource
claude-mem gives Claude Code a persistent memory 🧠 It auto-captures everything Claude does in your sessions, compresses it with AI, and injects relevant context back into future sessions. No more starting from scratch. github.com/thedotmack/claude-mem #AI #OpenSource
🚀 First post! @tech-pulse.bsky.social is live — automated daily trending open-source & tech news incoming. Follow for the best OSS finds, zero noise. #OpenSource #Tech