The Pi SDK v0.79.2 does not contain the ModelRuntime.create() API referenced in issue #947, but a spike test by the engineering team confirmed that local models via LM Studio and Ollama are fully cove…
Signet's V1 release introduces the Native Harness Memory Bridge, a portable memory interface that indexes existing memory artifacts from harnesses such as Codex and Claude Code without re-extracting o…
Signet is developing a portable remote connector system that allows a single Signet daemon instance to serve multiple harnesses across different machines, with each harness connector distributed as an…
Signet introduces a Model Provider Router that unifies inference routing across harnesses and daemon workloads under a single control plane, enforcing privacy policies, fallback strategies, and observ…
A new spec, Overview Usage Analytics, defines a contract for tracking skill usage in a SQLite invocation ledger alongside existing MCP server analytics, requiring the home overview card to render rank…
Solvr deployment requires multi-agent support for Signet, which currently only supports a single agent per install. The gap will be closed by implementing agent definitions, a registry with identity i…
Signet introduces a runtime adapter contract to decouple its cognitive maintenance layer from external harnesses like OpenClaw and Claude Code, defining canonical interfaces for providers, tools, and …
Signet has implemented live transcript persistence and sub-agent context inheritance to solve a gap where sub-agents spawned from parent sessions started with no memory or entity context. The engine n…
Signet's system prompt is being moved from AGENTS.md to the session-start hook to fix invisibility, identity pollution, and duplication issues. The new design injects a tool-focused briefing at every …
Signet launched a new open-source tool that preserves agent identity, memory, and secrets across model switches, storing state outside any single model or harness. The tool automatically distills sess…
A new planning control plane for specs and integration contracts has been established, defining how approved specifications compose into a coherent system. The system graph outlines dependencies and i…
OpenClaw runtime plugin received three hardening improvements identified by Ant from production patterns: temporal index content previews, type safety and backwards compatibility updates, and a new mi…
A new runtime specification, the Lossless Working Memory Runtime, defines a live working-memory system where one agent maintains a single coherent head across many sessions, branches, and harnesses. T…
Signet is building a Session Continuity Protocol to prevent AI coding assistants from losing context when their window limits are hit. The system uses passive checkpoints, agent-initiated digests, and…
Signet announced Plugin SDK Core V1 and Secrets Local Provider Extraction, introducing a daemon-owned plugin host for bundled TypeScript core plugins with a manifest and registry model. The release ex…
Signet is splitting its strategy into two plans: a desktop-first embedding architecture with three quality tiers and a contribution plan to OpenClaw. The desktop plan ships Tier 0 (transformers.js) as…
Signet has adopted JSONL as the canonical transcript format, stored at `memory/{harness}/transcripts/transcript.jsonl`, to serve as the source of truth for transcript-based summary, fallback, and line…
Signet is building a CLI bridge to expose installed MCP servers as subcommands and adding usage analytics to track invocations. The new `signet mcp` command group will let operators test tools directl…
Signet is consolidating its fragmented TypeScript recall surfaces into a single canonical explicit recall engine and API, aiming to reduce duplication and preserve metadata. The plan keeps hybridRecal…
PR #396 fixed the prompt-submit recall confidence path in Signet, preserving reranker-calibrated scores instead of synthesizing recall scores from rank position. The TypeScript recall path now control…