ALLMAcademy
Loop Engineering

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Trend Feed: Loop Engineering

Daily items the curator mapped to this module.

Wed, Sep 23, 2026

01
S2 · Conversation Engineeringintermediate · 2 min

Ringg’s AI agents resolve up to 65% of customer calls with OpenAI

  • Using GPT-5.6, Ringg powers multilingual agents across voice, chat, WhatsApp, and web for 90% less cost vs.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Conversation Engineering. Matched Conversation Engineering on: chat. Read it through that lens.

Wed, Sep 23, 2026

02
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Wed, Sep 23, 2026

03
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Wed, Sep 23, 2026

Tue, Sep 22, 2026

05
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Tue, Sep 22, 2026

Mon, Sep 21, 2026

07
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Mon, Sep 21, 2026

08
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Mon, Sep 21, 2026

Sun, Sep 20, 2026

10
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Sun, Sep 20, 2026

11
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Sun, Sep 20, 2026

Sat, Sep 19, 2026

13
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Sat, Sep 19, 2026

Sat, Sep 19, 2026

15
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Sat, Sep 19, 2026

Fri, Sep 18, 2026

17
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Fri, Sep 18, 2026

18
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Fri, Sep 18, 2026

Fri, Sep 18, 2026

20
S4 · Loop Engineeringintermediate · 2 min

How to Secure Coding Agents

  • Surfaced from Hacker News (agents).
  • Open the source to read the details.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, coding agent. Read it through that lens.

Thu, Sep 17, 2026

21
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Thu, Sep 17, 2026

22
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Thu, Sep 17, 2026

Wed, Sep 16, 2026

24
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Wed, Sep 16, 2026

25
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Wed, Sep 16, 2026

Wed, Sep 16, 2026

27
C1 · Skills, Plugins & MCPintermediate · 2 min

Show HN: An MCP server that lets AI agents create, send and analyze surveys

  • Surfaced from Hacker News (agents).
  • Open the source to read the details.

Why it matters. Relevant to Skills, Plugins & MCP. Matched Skills, Plugins & MCP on: mcp, mcp server. Read it through that lens.

Tue, Sep 15, 2026

28
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Tue, Sep 15, 2026

29
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Mon, Sep 14, 2026

30
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Mon, Sep 14, 2026

Mon, Sep 14, 2026

32
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Mon, Sep 14, 2026

Sun, Sep 13, 2026

34
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Sun, Sep 13, 2026

35
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Sat, Sep 12, 2026

36
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Sat, Sep 12, 2026

37
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Sat, Sep 12, 2026

Fri, Sep 11, 2026

39
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Fri, Sep 11, 2026

40
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Thu, Sep 10, 2026

41
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Thu, Sep 10, 2026

42
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Thu, Sep 10, 2026

Thu, Sep 10, 2026

44
D5 · Production Safety & Costintermediate · 2 min

Security lab finds agents will exploit vulnerabilities without prompt to hack

  • Surfaced from Hacker News (agents).
  • Open the source to read the details.

Why it matters. Relevant to Production Safety & Cost. Matched Production Safety & Cost on: security. Read it through that lens.

Wed, Sep 9, 2026

Wed, Sep 9, 2026

46
S4 · Loop Engineeringintermediate · 2 min

A Git Config Key Ran Code in Seven Coding Agents. The 2022 Fix Does Not Stop It

  • Surfaced from Hacker News (agents).
  • Open the source to read the details.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, coding agent. Read it through that lens.

Wed, Sep 9, 2026

Wed, Sep 9, 2026

48
S4 · Loop Engineeringintermediate · 2 min

GLM 5.3 Flash Q4 @ 60tps / 550tps on M3 Ultra

  • I have been a dwarfstar fan for awhile and I really liked glm 5.3 flash but needed it to be materially faster to feel good using it.
  • In the screenshot you can see the outcome of using the model with a claude code harness at ~200k depth, with many tool calls and averaging over 38tps output.
  • Yes, I put 60tps in the headline and you will get that if you ask it to write SQL.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: claude code. Read it through that lens.

Wed, Sep 9, 2026

49
D1 · Inference & Servingintermediate · 2 min

Why the hell is LM Studio making LM Studio so difficult to download?

  • Who is the marketing genius at LM Studio that decided that going ALL IN on pushing their new Bionic Agent product meant they are going to make it a giant pain in the ass to find and download actual LM Studio.
  • This is the dumbest marketing decision I’ve ever seen.
  • I used to love LM Studio, it was the middle stepping stone in the logical progression of inference.

Why it matters. Relevant to Inference & Serving. Matched Inference & Serving on: vllm. Read it through that lens.

Tue, Sep 8, 2026

50
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Tue, Sep 8, 2026

51
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Tue, Sep 8, 2026

52
D3 · Retrieval & RAGintermediate · 2 min

Show HN: DeepMem·hybrid-retrieval memory for AI Agents – Vector+BM25+Time-Decay

  • Surfaced from Hacker News (agents).
  • Open the source to read the details.

Why it matters. Relevant to Retrieval & RAG. Matched Retrieval & RAG on: retrieval, bm25. Read it through that lens.

Mon, Sep 7, 2026

53
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Mon, Sep 7, 2026

54
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Mon, Sep 7, 2026

Mon, Sep 7, 2026

Sun, Sep 6, 2026

57
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Sun, Sep 6, 2026

Sun, Sep 6, 2026

59
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Sun, Sep 6, 2026

Sun, Sep 6, 2026

61
D5 · Production Safety & Costintermediate · 2 min

AI agents aren't safe from prompt injection, and spreadsheets prove it

  • Surfaced from Hacker News (agents).
  • Open the source to read the details.

Why it matters. Relevant to Production Safety & Cost. Matched Production Safety & Cost on: prompt injection. Read it through that lens.

Sat, Sep 5, 2026

62
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Sat, Sep 5, 2026

63
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Sat, Sep 5, 2026

64
S4 · Loop Engineeringintermediate · 2 min

Using Blender with coding agents on macOS

  • TIL: Using Blender with coding agents on macOS I've been having fun with Blender in ChatGPT Codex on my Mac recently.
  • Getting it to work with coding agents is really easy: install the full Mac application from blender.org and run a prompt like this: Use the already install /Applications/Blender to render a scene of a pelican riding a…

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, coding agent. Read it through that lens.

Fri, Sep 4, 2026

65
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Fri, Sep 4, 2026

66
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Thu, Sep 3, 2026

67
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Thu, Sep 3, 2026

Thu, Sep 3, 2026

Thu, Sep 3, 2026

70
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Thu, Sep 3, 2026

71
S4 · Loop Engineeringintermediate · 2 min

Show HN: Engram – Shared procedural runbook memory for AI coding agents via MCP

  • Surfaced from Hacker News (agents).
  • Open the source to read the details.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, coding agent. Read it through that lens.

Wed, Sep 2, 2026

72
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Wed, Sep 2, 2026

73
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Wed, Sep 2, 2026

Tue, Sep 1, 2026

75
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Tue, Sep 1, 2026

76
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Mon, Aug 31, 2026

77
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Mon, Aug 31, 2026

78
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Sun, Aug 30, 2026

79
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Sun, Aug 30, 2026

Sun, Aug 30, 2026

81
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Sun, Aug 30, 2026

82
C1 · Skills, Plugins & MCPintermediate · 2 min

Security scanner for AI agents, MCP servers and agent skills

  • Surfaced from Hacker News (agents).
  • Open the source to read the details.

Why it matters. Relevant to Skills, Plugins & MCP. Matched Skills, Plugins & MCP on: mcp, agent skill, skills, mcp server. Read it through that lens.

Sat, Aug 29, 2026

83
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Sat, Aug 29, 2026

84
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Sat, Aug 29, 2026

Fri, Aug 28, 2026

86
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Fri, Aug 28, 2026

87
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Fri, Aug 28, 2026

Fri, Aug 28, 2026

89

Show HN: URML – safety-eval harness for AI agents on lab and factory hardware

  • Surfaced from Hacker News (agents).
  • Open the source to read the details.

Why it matters. Relevant to Evaluation & Observability. Matched Evaluation & Observability on: eval. Read it through that lens.

Fri, Aug 28, 2026

90
S4 · Loop Engineeringintermediate · 2 min

Breaking Claude Code Opus 5 Auto Mode

  • Breaking Claude Code Opus 5 Auto Mode Anthropic are putting a great deal of faith in Claude Code's auto mode for protecting their coding agent users against prompt injection attacks.
  • They recently made that the default and have made bold claims about its effectiveness.
  • Johann Rehberger is one of the most credible prompt injection researchers active today.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, coding agent, claude code. Read it through that lens.

Thu, Aug 27, 2026

91
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Thu, Aug 27, 2026

Thu, Aug 27, 2026

93

AI Engineer Notebooks – free, framework-free RAG/agents/evals on Colab

  • Surfaced from Hacker News (agents).
  • Open the source to read the details.

Why it matters. Relevant to Evaluation & Observability. Matched Evaluation & Observability on: eval, evals. Read it through that lens.

Thu, Aug 27, 2026

94
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Wed, Aug 26, 2026

95
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Wed, Aug 26, 2026

96
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Wed, Aug 26, 2026

Wed, Aug 26, 2026

Tue, Aug 25, 2026

99
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Tue, Aug 25, 2026

100
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Mon, Aug 24, 2026

101
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Mon, Aug 24, 2026

102
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Mon, Aug 24, 2026

103
S5 · Graph Engineeringintermediate · 2 min

Prism Reviewer – Multi-agent AI code reviewer built with LangGraph and LiteLLM

  • Surfaced from Hacker News (agents).
  • Open the source to read the details.

Why it matters. Relevant to Graph Engineering. Matched Graph Engineering on: langgraph, multi-agent. Read it through that lens.

Sun, Aug 23, 2026

104
S5 · Graph Engineeringintermediate · 2 min

Prism Reviewer – Multi-agent AI code reviewer built with LangGraph and LiteLLM

  • Surfaced from Hacker News (agents).
  • Open the source to read the details.

Why it matters. Relevant to Graph Engineering. Matched Graph Engineering on: langgraph, multi-agent. Read it through that lens.

Sun, Aug 23, 2026

105
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Sat, Aug 22, 2026

Sat, Aug 22, 2026

107
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Sat, Aug 22, 2026

108
S4 · Loop Engineeringintermediate · 2 min

Ante: Self-contained coding agent that lives in your terminal and self-organizes

  • Surfaced from Hacker News (agents).
  • Open the source to read the details.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, coding agent. Read it through that lens.

Sat, Aug 22, 2026

109
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Fri, Aug 21, 2026

110
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Fri, Aug 21, 2026

111
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Fri, Aug 21, 2026

Thu, Aug 20, 2026

113
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Thu, Aug 20, 2026

114
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Thu, Aug 20, 2026

Thu, Aug 20, 2026

Wed, Aug 19, 2026

117
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Wed, Aug 19, 2026

118
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Wed, Aug 19, 2026

Wed, Aug 19, 2026

Tue, Aug 18, 2026

121
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Tue, Aug 18, 2026

122
S4 · Loop Engineeringintermediate · 2 min

Show HN: Krystal Loop Protocol–a bounded worker/critic loop for AI coding agents

  • Surfaced from Hacker News (agents).
  • Open the source to read the details.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, coding agent. Read it through that lens.

Tue, Aug 18, 2026

Tue, Aug 18, 2026

124
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Mon, Aug 17, 2026

125
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Mon, Aug 17, 2026

126
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Sun, Aug 16, 2026

127
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Sun, Aug 16, 2026

128
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Sun, Aug 16, 2026

Sat, Aug 15, 2026

130
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Sat, Aug 15, 2026

131
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Fri, Aug 14, 2026

132
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Fri, Aug 14, 2026

133
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Fri, Aug 14, 2026

Thu, Aug 13, 2026

135
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Thu, Aug 13, 2026

136
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Thu, Aug 13, 2026

Wed, Aug 12, 2026

138
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Wed, Aug 12, 2026

139
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Wed, Aug 12, 2026

Wed, Aug 12, 2026

Tue, Aug 11, 2026

142
S4 · Loop Engineeringintermediate · 2 min

PrimeIntellect-ai/prime-agent

  • Repository description: A self-improving RLM agent for coding workflows and long-running autonomous tasks.
  • Open the source to inspect the project and its documentation.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, prime-agent, workflow. Read it through that lens.

Tue, Aug 11, 2026

143
S4 · Loop Engineeringintermediate · 2 min

affaan-m/ECC

  • Repository description: The agent harness performance optimization system.
  • Repository description: Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Why it matters. Relevant to Loop Engineering. Matched Loop Engineering on: agent, agent harness, claude code, opencode. Read it through that lens.

Tue, Aug 11, 2026

Mon, Aug 10, 2026

Mon, Aug 10, 2026

Sun, Aug 9, 2026

Sun, Aug 9, 2026

Sun, Aug 9, 2026

Sun, Jun 28, 2026

Wed, Jun 24, 2026

151

Prompt-injection disclosure: a tool-enabled assistant leaked data via the lethal trifecta

  • An assistant with access to private data also ingested attacker-controlled web content.
  • A link-rendering tool became the exfiltration channel — all three trifecta legs present.
  • The fix was to break one leg: strip the outbound channel for untrusted-derived content.

Why it matters. The lethal trifecta (private data + untrusted content + exfiltration) is the canonical injection failure. Treat the model as untrusted and enforce permissions in your code, not the prompt.

Quick check: What is the most reliable mitigation for the lethal trifecta?
  1. Correct: Break at least one leg (e.g., remove the exfiltration channel for untrusted-derived actions)
  2. Add a stronger system prompt telling the model to refuse
  3. Increase the model size
  4. Lower the temperature to 0

Injection defenses in the prompt are bypassable. Remove one leg of data + untrusted content + exfiltration architecturally.