The Orchestration & Workflows Leap
This release brings a big step forward in orchestrating agents, building reliable workflows, and tightening up privacy, stability, and observability across the app. Onward! 🚀
Highlights
Orchestration hub & agent fleet control 🧠
Orchestration matured into a true control center: a TinyPlace-focused hub and dedicated tab, an attention/“Needs you” zone for approvals and blocked runs, typed v2 harness-session streams, and a Master chat control channel for managing sessions (including better DM ingest/replies and safer handling of undecryptable messages).
This also expands what can be orchestrated—co-located local CLI agents, Cursor/Windsurf harness support, hosted-brain client work, and new device tool execution flows (with trust gating and approvals) to keep powerful actions both usable and safe. (#4588, #4589, #4592, #4609, #4623, #4627, #4652, #4660, #4693, #4709, #4710, #4712, #4713, #4720, #4722, #4725, #4738, #4753, #4773, #4775, #4777, #4778, #4837) — Thank you @oxoxDev, @sanil-23, @senamakel, @M3gA-Mind, @CodeGhost21, and @YellowSnnowmann!
Workflows (tinyflows) from foundations to polished UX 🔁
Workflows evolved rapidly: the core engine seam and domain landed, then triggers/resume/history, approvals and trust, run inspection, list + navigation, canvas views, and a full Workflows page overhaul with discoveries and runs. The builder gained major quality-of-life upgrades—live catalog grounding, clearer input handling, safer defaults and gating, better diagnostics, and a “Fix with agent” path for failed runs.
A long run of correctness fixes followed: condition and routing validation, schedule rendering, tool output path handling (including schema-less probing), better run honesty (including warnings), deduped output rendering, persisted copilot chat, and protection against accidentally arming scheduled/side-effecting flows. (#4433, #4447, #4449, #4450, #4471, #4472, #4474, #4477, #4552, #4561, #4570, #4573, #4574, #4578, #4580, #4586, #4587, #4590, #4591, #4602, #4605, #4606, #4607, #4608, #4628, #4630, #4636, #4645, #4647, #4651, #4659, #4662, #4663, #4664, #4665, #4668, #4670, #4672, #4673, #4674, #4698, #4702, #4707, #4750, #4822, #4823, #4826, #4834, #4835, #4836, #4858, #4865, #4869, #4870, #4874, #4876) — Thank you @graycyrus, @senamakel, @CodeGhost21, and @YellowSnnowmann!
TinyAgents + agent harness reliability (and better answers) 🧩
A major wave of harness and TinyAgents migration work landed: the agent_graph state-machine harness with checkpointing/HITL/observability, migration completion, structured policy-block messaging, better “final answer” guarantees, tool-failure classification surfaced to the UI, and a strengthened memory read→dedupe→write→index contract (plus a long tail of fixes around unavailable tools and no-progress nudges).
A lot of robustness work also went into preventing wedged turns and improving orchestration behaviors—timeouts, parallel fan-out, safer delegation paths, clearer tool failure rendering, prompt posture adjustments, and better scheduler/cron hardening. (#4261, #4362, #4372, #4386, #4399, #4400, #4413, #4419, #4425, #4430, #4431, #4434, #4443, #4444, #4445, #4473, #4476, #4478, #4479, #4480, #4481, #4482, #4483, #4485, #4495, #4502, #4504, #4507, #4509, #4512, #4524, #4539, #4542, #4601, #4603, #4658, #4682, #4683, #4686, #4741, #4748, #4751, #4752, #4757, #4764, #4768) — Thank you @senamakel, @M3gA-Mind, @oxoxDev, @sanil-23, @sanil-23, and @CodeGhost21!
Memory engine upgrade: TinyCortex migration 🧠📚
Memory got a foundational upgrade with a staged TinyCortex migration: adapter seams, type unification, connection foundations, chunk store flips (read paths, batching, listing), and finally the full engine migration—backed by parity harness work and updated coverage.
Along the way, several important quality fixes landed: safer rendering shims, better memory-store self-healing, clearer error classification, and improved reliability signals between Vault health and Sync status. (#4363, #4526, #4529, #4532, #4534, #4538, #4546, #4547, #4551, #4555, #4559, #4781, #4785, #4787, #4788, #4789, #4790, #4794, #4820, #4699, #4700, #4703, #4340, #4410) — Thank you @senamakel, @YellowSnnowmann, @CodeGhost21, @M3gA-Mind, and @oxoxDev!
Privacy Mode & local-only enforcement 🔒
Privacy became first-class: Privacy Mode and local-only inference enforcement, plus an egress descriptor + disclosure events, privacy status surfaces, per-action disclosure UI, and PII/identification-risk detection.
This work also extends local-only enforcement across integrations and tools, making it easier to understand what will (and won’t) leave your machine before you run something. (#4446, #4812, #4813, #4849, #4850) — Thank you @oxoxDev!
Observability & Langfuse tracing (deeper + safer) 🔭
Tracing and observability expanded dramatically: richer Langfuse metadata, one-trace-per-turn, full-content tracing across generations/tools/subagents with real costs, and export of graph/flow runs (including Agent-Graph-view metadata). Journal telemetry now feeds Langfuse usage/run insights, and trace parenting for spawned sub-agents is correctly linked.
Stability improvements round it out: chunked ingestion batches, demoted noisy rejection paths, and several trace correctness fixes (including an upstream observation-id collision fix via dependency bump). (#4498, #4499, #4506, #4562, #4568, #4676, #4678, #4864) — Thank you @senamakel, @M3gA-Mind, and @oxoxDev!
Desktop stability, startup recovery, and UX polish 🖥️
Desktop reliability improved across platforms: proactive stale process cleanup on Windows startup, macOS/Linux stale-lock reaping and installer pre-install kills, better Linux linking for error handling/builds, and CEF/Windows GPU routing via SwiftShader (plus tighter scoping for Windows pre-CEF recovery).
On the UX front, this range adds remote-core connection settings with live status, window geometry persistence and minimized-window restore behaviors, better sign-in error messaging, and a set of app-wide header/landing standardizations. (#3793, #4405, #4406, #4643, #4644, #4649, #4817, #4818, #4851, #4857, #4859, #4860, #4805) — Thank you @sanil-23, @M3gA-Mind, @senamakel, and @NgoQuocViet2001!
Channels & communications: email, Telegram/WhatsApp, meetings ✉️
OpenHuman gained native IMAP/SMTP email integration, plus continued work on channels via tinychannels migrations and runtime boundaries. Telegram pairing and tool-calling reliability improved, history ingest got back-pressure, and WhatsApp corruption handling now recovers instead of flooding Sentry.
Meetings leveled up with live transcripts, improved correlation IDs, Recall Calendar auto-join and UI improvements, richer bot “speak” tagging for mascot pose, and even dual mascots with per-mascot voice + speaker alternation. (#4367, #4414, #4569, #4549, #4557, #4349, #4350, #4354, #4391, #4585, #4715, #4740) — Thank you @oxoxDev, @senamakel, @graycyrus, and @YellowSnnowmann!
Inference + core runtime modernization ⚙️
Inference moved toward a cleaner, crate-native and TinyAgents-driven architecture: migrating callers onto tinyagents ChatModel, decoupling per-turn state, adopting ModelRouter routing, and multiple “Motion” steps to cut over BYOK cloud slugs and OpenAI/codex paths to crate-native implementations—while also addressing SSE hang scenarios and ensuring raw BYOK model IDs are preserved.
On the platform side, the core runtime gained pluggability and a “fleet host,” plus DomainSet composition and a compile-time voice feature gate. There’s also progress on managed file storage agent tools and surfaced storage transfer tools. (#4393, #4614, #4625, #4629, #4769, #4780, #4782, #4783, #4784, #4298, #4791, #4808, #4833, #4576, #4577) — Thank you @senamakel, @oxoxDev, @sanil-23, and @YellowSnnowmann!
Quality: CI, tests, and release plumbing 🧪
This range invests heavily in build and test confidence: two-lane CI (lite/full), changed-files-only PR lanes and full-suite release lanes, test audits and phased cleanup/backfill, faster Rust test builds, and many E2E stabilizations across platforms and release “tails.”
Release mechanics also got attention: workflow parse fixes, full dist artifact restoration, release-lane unblocks and timeouts, branch/limit adjustments (including a cap removal), and CodeQL alert sink hardening. (#4486, #4488, #4489, #4492, #4494, #4497, #4500, #4501, #4511, #4519, #4521, #4527, #4530, #4531, #4533, #4540, #4543, #4548, #4553, #4554, #4556, #4579, #4646, #4666, #4671, #4701, #4721, #4759, #4827, #4830, #4838, #4866, #4867, #4871) — Thank you @senamakel, @M3gA-Mind, @CodeGhost21, and @graycyrus!
Product experience: chat, persona, rewards, settings, and docs 🎁
Chat and conversations got significant upgrades: per-turn process history and a multi-phase timeline refactor, improved event merging in reducers, more reliable tool-result rendering, timeline anchoring/dedup fixes, and a 1M context window adjustment for chat-v1. There are also UX refinements like tool-call failure explanations in the processing timeline and safer cancellation scoping.
Elsewhere: morning briefing personalization, guided persona builder role templates, achievement token rewards visibility, font-size fine-tuning, standardized analytics interaction tracking, plus a major docs refresh including setup/recovery guides and reorganized install/workflows/orchestration documentation. (#4373, #4416, #4424, #4612, #4604, #4622, #4626, #4765, #4711, #4696, #4873, #4407, #4508, #4514, #4515, #4792, #4493, #4510, #4513, #4516) — Thank you @M3gA-Mind, @senamakel, @oxoxDev, and @YellowSnnowmann!
Smaller-but-mighty fixes across the app 🛠️
A broad set of targeted fixes improved everyday reliability: stopping API usage flooding, rebinding state correctly on active-user switch, handling /announcements/latest 404s gracefully, better offline-provider behavior to prevent Sentry floods, and safer boot behavior in cloud mode.
There are also improvements in learning and agentworld utilities, connection cleanup correctness, MCP catalog additions, shell execution routing on Windows, and composio approval parking behavior. (#4379, #4417, #4415, #4402, #4484, #4518, #4697, #4717, #4723, #4758, #4584, #4704, #4819, #4848, #4298) — Thank you @oxoxDev, @mysma-9403, @CodeGhost21, @M3gA-Mind, @sanil-23, and @YellowSnnowmann!
Language-based workflows (RLM/Rhai) & “Codex” vendor work 🧠🧰
Language-based workflows took shape with a first-class Rhai .ragsh REPL tool and follow-on domain renaming, backed by planning docs and broader vendor strategy work.
A set of “codex” and vendoring PRs also landed: TinyJuice/TokenJuice work, TinyChannels runtime pieces and provider adoption, tiny.place SDK vendoring and pairing flow, and various submodule updates to keep the stack aligned. (#4528, #4571, #4523, #4400, #4535, #4549, #4557, #4560, #4575, #4620, #4491, #4563, #4815) — Thank you @senamakel!
Additional highlights 🔗
A few more focused contributions round out this release with targeted fixes and improvements that are worth calling out. (#4475, #4525, #4550, #4558, #4564, #4582, #4599, #4611, #4621, #4624, #4642, #4694, #4807, #4816, #4824, #4831, #4832, #4839, #4842, #4875) — Thank you @sanil-23, @senamakel, @CodeGhost21, @YellowSnnowmann, and @M3gA-Mind!
New Contributors
- Thank you @nazarli-shabnam for improving resilience by making
/announcements/latestreturnnullon 404 instead of erroring. (#4417)
Hope you’ll join our Discord—there are exclusive roles and contributor rewards waiting for you!
Contributor Credits
Huge thanks to everyone who contributed to this release: @CodeGhost21, @cyrus Gray, @mega Mind, @mysma-9403, @NgoQuocViet2001, @oxoxDev, @sanil-23, @Shabnam, @steven Enamakel, @YellowSnnowmann, and the automation support from @github-actions[bot].