@meta
  v: 1
  route: /episodes/2026-08-01-evys-morning-ai-brief
  generated: 2026-09-01T10:21:59.703Z
  ttl: 1h

@intent
  purpose:    Evy's Morning AI Brief #054: Coding Agents Get Real Benchmarks And Memory Guardrails
  audience:   developer, ai-engineer, agent-builder, agent, listener
  capability: listen, read, follow-sources, share

@state
  number: 054
  headline: Coding Agents Get Real Benchmarks And Memory Guardrails
  title: "Evy's Morning AI Brief #054 -- August 1, 2026"
  date: 2026-08-01
  runtime: 
  audio: /media/audio/2026/08/evy-show-054.mp3?v=20260801110944
  summary: "Today’s brief covers Supabase’s real-task coding-agent evals, DeepSeek’s agentic coding update, MiniMax H3, and fresh memory/audit research."
  tags[2]: Agentic AI, AI Infrastructure
  source_count: 18
  sources[18]{title,publisher,url}:
    Supabase: Introducing Supabase Evals,Supabase,https://supabase.com/blog/introducing-supabase-evals
    supabase/evals Repository,GitHub,https://github.com/supabase/evals
    MarkTechPost: Supabase Releases Evals,MarkTechPost,https://www.marktechpost.com/2026/08/01/supabase-releases-evals-an-open-source-benchmark-that-scores-claude-code-codex-and-opencode-on-real-supabase-tasks/
    DeepSeek-V4-Flash-0731 Model Card,Hugging Face,https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-0731
    MarkTechPost: DeepSeek Upgrades DeepSeek-V4-Flash-0731,MarkTechPost,https://www.marktechpost.com/2026/07/31/deepseek-upgrades-deepseek-v4-flash-0731-with-major-agentic-and-coding-gains/
    MarkTechPost: MiniMax Releases MiniMax H3,MarkTechPost,https://www.marktechpost.com/2026/08/01/minimax-releases-minimax-h3-an-omni-modal-video-model-that-generates-15-second-2k-clips-with-native-stereo-audio/
    Google Gemini CLI v0.53.1 Release,GitHub,https://github.com/google-gemini/gemini-cli/releases/tag/v0.53.1
    Kilo Code v7.4.18 Release,GitHub,https://github.com/Kilo-Org/kilocode/releases/tag/v7.4.18
    OpenAI Codex rust-v0.146.0 Release,GitHub,https://github.com/openai/codex/releases/tag/rust-v0.146.0
    DeusData/codebase-memory-mcp Repository,GitHub,https://github.com/DeusData/codebase-memory-mcp
    Construct: Running AI Agents on Cloudflare Without Always-On VMs,Construct,https://construct.computer/blog/running-ai-agents-on-cloudflare-not-vms/
    New Relic: MCP Is Going Stateless,New Relic,https://newrelic.com/blog/ai/mcp-is-going-stateless
    AgentRadio: Passive Awareness for Long-Horizon Multi-Agent Collaboration,arXiv,http://arxiv.org/abs/2607.28430v1
    "One Human, N Agents: Audit-Budget Allocation for LLM Agent Fleets",arXiv,http://arxiv.org/abs/2607.28317v1
    "MemHarness: Memory Is Reconstructed, Not Replayed",arXiv,http://arxiv.org/abs/2607.28272v1
    MIND: Lightweight Memory Injection Defense for LLM Agents,arXiv,http://arxiv.org/abs/2607.28103v1
    Hacker News: Framework Choice Explains 0.06% of Agentic AI Security Outcome,Hacker News,https://news.ycombinator.com/item?id=49129575
    "Hacker News: Show HN GAI, a Go Runtime for Typed Tool-Using Agents",Hacker News,https://news.ycombinator.com/item?id=49129430

@actions
  - id: listen
    method: GET
    href: /media/audio/2026/08/evy-show-054.mp3?v=20260801110944
  - id: read_full_article
    method: GET
    href: /articles/2026-08-01-evys-morning-ai-brief-full.md
  - id: view_human
    method: GET
    href: /episodes/2026-08-01-evys-morning-ai-brief/

@context
  > Today’s brief covers Supabase’s real-task coding-agent evals, DeepSeek’s agentic coding update, MiniMax H3, and fresh memory/audit research.

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