Steven Gonsalvez

Software Engineer


CEREBRO


machine-read, human-curated

Coding agents & harnesses

  • OKF Agent Memory: vendor-neutral, git-native persistent memory spec (OKF v0.2) so agent context survives across sessions instead of resetting with the window.
  • everything-claude-code: hackathon-winner's full Claude Code config dump, agents/skills/hooks/commands built over 10+ months of daily use, raw material for stealing patterns.
  • ECC: harness performance-optimization layer (skills, instincts, memory, security) spanning Claude Code, Codex, Opencode, Cursor, security warning to install only from official channels.
  • ruflo: execution-layer harness bolted onto Claude Code/Codex adding 100+ specialized agents, swarm coordination, and self-learning memory, "agent = model + harness" framing worth stealing.
  • Git-native memory for Cursor: pure-Go zero-dep MCP tool replacing bloated .cursorrules files with persistent git-backed memory.
  • humanlayer/skills: includes an improve-claude-md skill that rewrites CLAUDE.md using <important if> blocks for better instruction adherence, directly relevant to your own CLAUDE.md tuning.
  • shot-scraper video: new command records Playwright-driven video demos from a storyboard.yml, useful for agents proving their own UI work.
  • 8-month agent harness, abandoned: cautionary war-story on over-engineering a custom agent harness, worth a skim for what not to build.

LLM mechanics & models

Agentic SaaS

  • Hyperprobe: lets agents debug production without redeploying, live-inspection tool for agent-driven ops.
  • Reflexio: behavioral-learning layer meant to make agents improve over time from past runs.
  • Local-first skill router: sub-20ms, zero-token, CPU-only router for picking which Agent Skill to invoke, avoids burning a model call just to route.
  • Remote MCP servers fail silently in Cursor: diagnosis + monitoring approach for silent MCP connection failures, relevant if you run remote MCP servers.
  • Cloud Remote Execution vs Cloud Agents: clarifies Cursor's two distinct cloud-execution offerings, easy to conflate.
  • dif.sh: markdown-defined feature flags that your coding agent installs itself.
  • GitWarren: review tool for having coding agents review code before you commit.

CLI/TUI

Vibe-coding & repos

  • mattpocock/skills: opinionated small/composable agent skills for real engineering, explicit pushback against heavyweight process frameworks (GSD/BMAD/Spec-Kit) that take away control.

Misc

Signals

  1. OKF Agent Memory – Git-native persistent memory for AI coding agents
  2. WorldFlowAI/everything-claude-code: Claude Code toolkit - agents, commands, skills, rules, and hooks for productive AI-assisted development
  3. affaan-m/ECC: The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Cl…
  4. ruvnet/ruflo: 🌊 The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conver…
  5. (Tool) Stop .cursorrules context bloat: We built Git-native persistent memory with native MCP for Cursor (pure Go, zero deps)
  6. dif.sh
  7. GitWarren
  8. I spent 883 commits and 8 months building an LLM agent harness, overengineered it, and abandoned it - lol.
  9. Have your agent record video demos of its work with shot-scraper video
  10. I built a local-first hybrid router for AI Agent Skills (sub-20ms, zero tokens, runs on CPU)
  11. Why remote MCP servers fail silently in Cursor (and how to monitor them)
  12. Got GPT-6 Astra working in Cursor's Agent (tools + reasoning) via BYOK – what blocks it and how I worked around it
  13. Hyperprobe
  14. Reflexio
  15. Make Claude stop using heredoc to save tokens - Add this to CLAUDE.md if you're on Windows.
  16. mattpocock/skills: Skills for Real Engineers. Straight from my .agents directory.
  17. Ponytail
  18. A way to configure specific model for a mode / task / subagent ...
  19. Claude Fable 5 and new AI safety fables
  20. Difference between Cloud Remote Execution and Cloud Agents?
  21. export claude chats to text/md
  22. Switching accounts in Claude Desktop hides history - made a tool to fix that
  23. Using Claude Code sub agents to manage an Outlook inbox, anyone doing this?
  24. GPT-6 Astra on robot arms
  25. humanlayer/skills

Sources & citations

reddit5011
rss1406
github455
hackernews302
seed_urls11
show_hn400
github_search200
swipe190
yc-rfs130
yc-launch70
gmail10
crackscan00
ossinsight00
reddit_users00
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