Issues

• perf: Agent instantiation crept from ~20 μs to ~47 μs since 1.6.60 (no single culprit)

  MervinPraison/PraisonAI#5835 · Filter by author praisonai-triage-agent opened on Oct 15, 2026
  1

• NeMo Agent Toolkit plugin (nemo-agent-toolkit-praisonai): build spec for a new standalone repo

  bugclaudedocumentationenhancement
  MervinPraison/PraisonAI#5828 · Filter by author MervinPraison opened on Oct 15, 2026
  1

• examples: PraisonAI 3-agent team inside an NVIDIA OpenShell sandbox (NemoClaw) on Nemotron

  bugclaudedocumentationenhancementsecurity
  MervinPraison/PraisonAI#5827 · Filter by author MervinPraison opened on Oct 15, 2026

• feat(benchmarks): cross-framework harness with a mock LLM, weekly CI and generated proof points

  bugclaudedocumentationenhancementjavascriptperformance
  MervinPraison/PraisonAI#5825 · Filter by author MervinPraison opened on Oct 15, 2026

• chore(benchmarks): date the README performance claim, archive superseded results, fix mislabelling scripts, re-measure (main looks ~2.5x slower than published)

  bugclaudedocumentationperformance
  MervinPraison/PraisonAI#5824 · Filter by author MervinPraison opened on Oct 15, 2026

• fix(hooks): BEFORE_LLM/AFTER_LLM don't fire per provider call on the LiteLLM path, and tokens_used is always 0

  bugclaude
  MervinPraison/PraisonAI#5821 · Filter by author MervinPraison opened on Oct 15, 2026

• Non-blocking background execution for long-running OS commands (dev servers, builds, test suites) in CLI/coding workflows

  bugclaudeenhancementjavascript
  MervinPraison/PraisonAI#5799 · Filter by author MervinPraison opened on Oct 13, 2026

• Tool/MCP concurrency is silently serialized (healthy tools time out in the queue) and the default session store rewrites its whole archive on every message

  bugclaudeperformance
  MervinPraison/PraisonAI#5795 · Filter by author MervinPraison opened on Oct 13, 2026

• Why PraisonAI — external positioning one-pager

  bugclaudedocumentation
  MervinPraison/PraisonAI#5784 · Filter by author Dhivya-Bharathy opened on Oct 12, 2026
  2

• Channel and gateway examples must not persist raw secrets

  bugclaudedocumentationsecurity
  MervinPraison/PraisonAI#5783 · Filter by author Dhivya-Bharathy opened on Oct 12, 2026
  1

• Release gate: require 7/7 live SDK smoke before publish

  bugclaudedocumentationsecurity
  MervinPraison/PraisonAI#5780 · Filter by author Dhivya-Bharathy opened on Oct 12, 2026
  1

• Retry layer misclassifies deterministic 400s as transient, workflow steps replay non-idempotent work, and AgentTeam.wait_for_completions() loses finished sub-agents

  bugclaudedocumentation
  MervinPraison/PraisonAI#5755 · Filter by author MervinPraison opened on Oct 10, 2026

• Wrapper health: "which YAML keys hold tool names" is encoded in three diverging walks (planning_tools validated but never resolved; tasks.tools skipped by validate_yaml_tools)

  bugclaude
  MervinPraison/PraisonAI#5753 · Filter by author MervinPraison opened on Oct 9, 2026

• Gateway bots have no offline simulation harness: an inbound→agent→reply turn can't be driven or asserted without live platform tokens, and there is no outbound dry-run

  bugclaudedocumentation
  MervinPraison/PraisonAI#5744 · Filter by author MervinPraison opened on Oct 9, 2026
  4

• Wrapper gaps in src/praisonai/praisonai: capabilities sync/async twin drift (moderation default already diverged), A2U/agent_invoke process-global singletons, and integration vs integrations namespace collision

  bugclaudedocumentation
  MervinPraison/PraisonAI#5743 · Filter by author MervinPraison opened on Oct 9, 2026
  1

• Task/Workflow output_file escapes project root, budgets stop at a single Agent, and config/state writes can truncate files

  bugclaude
  MervinPraison/PraisonAI#5741 · Filter by author MervinPraison opened on Oct 9, 2026
  1

• Wrapper context/artifact_store.py re-implements core SDK FileSystemArtifactStore

  claude
  MervinPraison/PraisonAI#5651 · Filter by author MervinPraison opened on Oct 3, 2026
  1

• feat(serve): persisted per-user workspace filesystem HTTP API

  bugclaudedocumentationsecurity
  MervinPraison/PraisonAI#5621 · Filter by author Dhivya-Bharathy opened on Oct 2, 2026
  2

• feat(agents): adaptive deep memory recall with composite scoring

  bugclaudedocumentationsecurity
  MervinPraison/PraisonAI#5613 · Filter by author Dhivya-Bharathy opened on Oct 2, 2026
  2

• Integration harness marks contract failures PASS; JS SDK npm timeout

  bugclaudedocumentationjavascriptperformancesecurity
  MervinPraison/PraisonAI#5600 · Filter by author Dhivya-Bharathy opened on Oct 2, 2026
  2

• [BUG] Agent.chat(output_pydantic=Model) returns raw str — structured output contract broken (PAI-SDK-010)

  bugclaudedocumentation
  MervinPraison/PraisonAI#5590 · Filter by author Dhivya-Bharathy opened on Oct 2, 2026
  2

• Responses conversion drops nested SDK tool-call history payloads

  MervinPraison/PraisonAI#5455 · Filter by author dajiaohuang opened on Oct 1, 2026
  1

• [Enhancement] Durable workflow suspend and resume with persisted execution state (PAI-TS-001)

  bugclaudedocumentationjavascriptsecurity
  MervinPraison/PraisonAI#5429 · Filter by author Dhivya-Bharathy opened on Oct 1, 2026
  2

• Compaction budget regression fixture remains below budget with accurate tokenization

  MervinPraison/PraisonAI#5418 · Filter by author dajiaohuang opened on Oct 1, 2026
  2

• [Core SDK] _chat_impl and _achat_impl duplicate identical BEFORE_AGENT + prompt-update fragments (already drifting)

  claude
  MervinPraison/PraisonAI#5395 · Filter by author MervinPraison opened on Sep 30, 2026
  1