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Hacker News - Newest: "AI"

AI can't read an investor deck AI as an attorney? Student uses ChatGPT, Gemini to sue UW over alleged racial discrimination Hacking MCP Servers in AI Systems – The Rug Pull: Tool Changes After Approval GitHub - MeepCastana/KubeezCut: Free Web based video editor Can AI judge journalism? A Thiel-backed startup says yes, even if it risks chilling whistleblowers Coming soon: 10 Things That Matter in AI Right Now DARPA built an AI to fact-check enemy weapons claims What explains heterogeneity in AI adoption? When AI Meets Muscle: Context-Aware Electrical Stimulation Promises a New Way to Guide Human Movements - Department of Computer Science AI Changed How We Build. It Did Not Change What Matters. Linux rules on using AI-generated code - Copilot is OK, but humans must take 'full responsibility for the… Meta spins up AI version of Mark Zuckerberg to engage with employees Code Mode: Let Your AI Write Programs, Not Just Call Tools | TanStack Blog GitHub - Delavalom/graft: Go framework for building AI agents. Type-safe tools, multi-provider (OpenAI, Anthropic, Gemini, Bedrock), zero vendor SDKs. India's TCS tops estimates, says new AI models did not dent services demand Gen Z's fading AI hype Strong feeling: we are in a folded AI reality GitHub - machinarii/total-recall-catalog: A reference catalog of latest knowledge retrieval, memory & RAG systems GitHub - mensfeld/code-on-incus: Give each AI agent its own isolated machine with root, Docker, and systemd. Active defense detects and stops threats automatically.. Quantization, LoRA, and the 8% Problem: Benchmarking Local LLMs for Production AI Iran war: We spoke to the man making Lego-style AI videos that experts say are powerful propaganda Powell, Bessent discussed Anthropic's Mythos AI cyber threat with major U.S. banks GitHub - immartian/bellamem: Persistent belief-graph memory for AI agents. Retrieves decisive context by importance — not recency, not RAG, not /compact. recursive-mode: The Repo-Native Operating System for AI Engineering After the attack on Sam Altman's home, will AI CEO's go on the offensive? The biggest advance in AI since the LLM Opus 4.6 vs GPT 5.4 One Prompt Unity World Generation Test “AI polls” are fake polls Client Challenge Can AI be a 'child of God'? Inside Anthropic's meeting with Christian leaders
Release v2026.5.5 · fronalabs/frona
syncerx · 2026-05-31 · via Hacker News - Newest: "AI"

This release is a big push on identity unification and task scheduling robustness. Every user-owned entity (User, Agent, App, McpServer, Channel) now carries a Handle newtype, Policy principals are reshaped as {user_handle}/{entity_handle} under a User parent, and all storage and routing paths are keyed by handle. Tasks gain a required result_schema that drives how cron and one-shot results render back into source chats, with a fix for a long-standing CronRun crash-recovery race. The chat UI now paginates history on scroll-up and shows day separators with per-message hover times. Under the hood, Policy decisions and per-agent permitted tool sets are now cached, sandbox limits accept partial saves, and a Handle migration carries existing installs forward.

Supported channels: Slack, Discord, Telegram, Signal, SMS, WhatsApp Cloud, WhatsApp Personal.

Identity / Handles

  • Add a Handle newtype with sanitization rules and a build-script-generated reserved-name list; rename User.username to handle and require Agent.user_id + Agent.handle.
  • Add App.handle, Channel.handle, and rename McpServer.slug to handle; switch all four to handle-keyed paths.
  • Unify on-disk storage under data/users/{handle}/{subsystem} with per-channel storage paths.
  • Switch Cedar entity UIDs to Kind::"{user_handle}/{entity_handle}" with User parent; refactor SandboxPrincipalRef into a struct + Kind enum and rewire policy::service accordingly.
  • Update the Cedar schema, db init indexes, and add a handle_unification migration (cutover at 2026-05-24T00:00:00Z); drop seed_config_agents.
  • Reshape CandidateEvent to carry typed User / Channel / Chat / Message / Contact references.
  • Carry user handle through the auth middleware and all API routes: admin/auth, agents, app proxy, files, MCP, browser, skills, tools, messages.
  • Scope agent skills by user_handle/agent_handle; update content + sandbox tools, the tool manager, and agent-affecting tools to use Handle paths.
  • Thread Handle through chat, channel, credential, notification, memory, and inference services.
  • Refresh built-in agent prompts and the manage_service prompt + manifest schema for handle-keyed URLs.

Tasks / Cron

  • Add a result_schema classifier and renderer for task result delivery; require result_schema on create_task / create_recurring_task and schema-drive source-chat delivery.
  • Plumb result_schema through create_cron_template + spawn_cron_run; accept complete_task.result as any JSON value and validate against the schema.
  • Restrict send_message to the agent's heartbeat chat so tasks deliver through complete_task.result.
  • Fix CronRun crash-recovery race by narrowing the orphan query and reordering resume_all.
  • Thread space_id through cron templates so CronRuns deliver into the right space.
  • Wrap the initial task instruction in <task> regardless of authoring agent.
  • Hide task-execution chats from the navigation space view; demote empty task-completion history rows from warn to debug.
  • Remove the unused SCHEDULED_TASK.md prompt; advertise recurring digests and briefs as researcher responsibilities.

Chat / Frontend

  • Load older chat messages on scroll-to-top and merge historical messages with SSE-buffered ones when loading a chat.
  • Show day separators, conversation gaps, and per-message time on hover.
  • Split auth, navigation, and session contexts; replace AuthGuard with AppGate + RequireAuth and rewire auth/setup/main layout for the new gating model.
  • Route apps, notifications, and settings by handle; switch main pages and the conversation panel to the new context APIs; update types and the api-client for handle-based responses.

Channels

  • Skip setWebhook when the URL is already ours and drop the queue when replacing a stale URL.
  • Warn when an inbound webhook arrives for an unknown channel.
  • Store Channel.id as a bare UUID instead of a SurrealDB record literal.
  • Cover channel-delete with a test that asserts the spawned task is cancelled and on_disconnect runs.

Policy / Performance

  • Add a policy decision cache with prefix-scoped invalidation.
  • Cache per-agent permitted tool sets to cut /api/agents from O(N·M²) to O(N·M).

Sandbox

  • Smooth tracked CPU via EWMA to absorb transient bursts.
  • Fill missing sandbox limits with server defaults on partial save.
  • Fix sandbox_cache invalidation by aligning cache_key to user_id.

Build / Infra

  • Add a docker task for publishing prod images to a personal preview registry; share constants/helpers via common.sh and annotate the image index for GHCR.
  • Persist cargo registry and git caches across dev container restarts.
  • Send a User-Agent header on crates.io requests in update-versions; bump smbclient and uv package pins.