TAG

#observability

Stories connected through a shared idea, actor, technology or theme.

17 OctClaude Code 2.1.301 adds safer unattended retries and richer agent telemetryThe release adds CLAUDE_CODE_RETRY_WATCHDOG_MAX_USAGE_LIMIT_WAIT_MS so unattended retry mode can stop instead of waiting indefinitely for a usage limit to reset. It also adds classifier verdict, permission mode, and classifier-category fields to tool-decision telemetry, while fixing unsafe worktree deletion and several search and workflow-reporting failures.→14 OctCline moves agent plugins into the hub processPlugins now load in the hub process by default, removing the requirement for a Node or Bun runtime on the user's PATH. Failed plugins remain visible through status commands and session diagnostics instead of silently losing their tools, while sandboxed subprocess loading remains available.→10 OctLangfuse 4.56.0 adds spend alerts and richer agent observabilityVersion 4.56.0 adds spend alerts for ClickHouse-billed organisations and syntax highlighting in session-tool previews. It also revises evaluation-result views, improves agent-session handling and requires date ranges for the observations MCP tool.→8 OctDoiT partners with OpenAI on production deployment and AI cost attributionThe partnership adds DoiT’s Attribute cost-attribution product and migration support to teams deploying OpenAI models through Amazon Bedrock. The offering is designed to connect model and cloud usage with the products, customers or agents responsible for the spend.→7 OctFuture AGI 1.47.1 improves simulation analytics for agent evaluationThe release improves cached serving for the v3 calls page and updates the simulation environment’s voice-call drawer and annotation controls. It also refreshes deleted-call handling and pins remaining cases after deletion.→2 OctOpenCode hardens macOS agent binaries and session identityModel requests now carry session identity that distinguishes nested and parent sessions. The release also improves macOS 27 compatibility by re-signing locally compiled binaries and signing CLI release binaries with a Developer ID.→2 OctLiteLLM makes signed gateway images explicit in its 1.103.2 releaseThe release provides a pinned public key and verification commands for checking LiteLLM container signatures before deployment. It also backports several proxy and Anthropic integration fixes into the stable 1.103 branch.→29 SeptOpenCode 1.18.33 improves agent gateway reliability and secrecyProvider response and stream timeouts are now honoured for Cloudflare AI Gateway models. The release also prevents credentials and sensitive headers from appearing in debug configuration output and makes MCP launch failures visible to users.→29 SeptLiteLLM 1.104 release candidate tightens gateway accounting and maskingThe release adds cached image-input pricing and repairs accounting paths involving MCP grants and Redis budget pipelines. It also masks streamed output more reliably and updates the Langfuse integration to its fourth SDK generation.→29 SeptDocker Agent adds distributed tracing across ACP requestsACP requests now carry `traceparent` and `tracestate` headers, with server spans covering all 13 implemented agent protocol handlers. The release also adds lint checks for inefficient Go patterns and preserves TUI scrollback during partial tool calls.→22 SeptNestJS repairs microservice connection and tracing edge casesThe release fixes Kafka retry after failed connection and fails pending RabbitMQ and NATS requests when clients close. It also repairs gRPC namespace handling, exactly-once request-response spans, handler rejection behaviour and Express multer limit merging.→22 SeptDocker Agent adds background-agent coordination and a shared WebAssembly runtimeThe release adds a wait_background_agents join tool, native Anthropic compaction, OpenAI Responses options, Gemini embeddings and URL Context, and a shared WebAssembly runtime. It also fixes token-budget enforcement, stream handling, WebSocket concurrency and per-call cost telemetry.→21 SeptZeroshot 10.6.0 exposes durable local profiles over ACPZeroshot 10.6.0 exposes local profiles as ACP agents over stdio. A single ACP session keeps its workspace and provider sessions alive while each prompt remains a separate durable run with fresh Git provenance and observable active turns.→18 SeptClaude Code 2.1.274 hardens MCP startup, session recovery and telemetryClaude Code 2.1.274 adds configuration for limiting MCP startup waits, an effort attribute for OpenTelemetry spans and a redacted managed-settings telemetry event. It also improves transcript repair, context compaction, subagent reliability, remote sessions and gateway error handling.→17 SeptClaude Code v2.1.273 adds gateway telemetry hints and safer agent-session recoveryThe release adds request headers for gateway routing and observability, MCP disconnect notifications, and the ability to fork remote-control sessions into local background sessions. It also fixes permission-analysis bypasses, managed MCP settings, background-agent result delivery, context accounting and artifact publishing.→16 SeptGrafana 13.2.2 ships a coordinated security releaseThe release fixes CVE-2026-15815, CVE-2026-76154 and CVE-2026-79656. It also preserves query-variable refresh settings during v2 dashboard import and fixes a folder-rename UID collision during full provisioning synchronisation.→15 Septn8n adds instance-report log streaming and fixes credential revocationThe release adds core events for streaming logs from instance reports and repairs end-user credential revocation in the editor. The update is published as a pre-release build.→14 SeptGitHub Agentic Workflows adds package-aware updates and safer model accountingThe release lets gh aw update target workflow packages individually and adds a Node network preset for the Impeccable Skills Reviewer. It also fixes Codex model identifiers and improves token, threat-detection and diagnostics reporting.→10 SeptPydantic AI Harness 0.30 adds live trajectory steering and GitHub workflow integrationThe release introduces TrajectoryJudge, which reviews a live run on a cadence and can steer it mid-run. It also adds filesystem traversal events, explicit OpenTelemetry decisions and a hosted engine definition for running repository-defined Pydantic agents in GitHub Agentic Workflows.→10 SeptFabrix.ai launches governed VibeOps for agentic SRE and operationsGoverned VibeOps combines Argos small language models with integrations for tools including Splunk, Dynatrace, Datadog, ServiceNow, Cisco, IBM and AWS. Its stated lifecycle covers generating, versioning, testing, reviewing and promoting operational apps and agents, with identity, observability, data lineage and bounded agentic work built in.→7 SeptOpenClaw 2026.9.2 makes agent operations more recoverableThe release moves heavy transcript work away from the gateway event loop, expands settings that apply without restarts, adds GPT-6 Astra support and enables Swarm orchestration by default. It also changes cross-agent session visibility defaults, so shared Gateway deployments need to review their access settings.→7 SeptLiteLLM 1.100.0 expands gateway integrations and security controlsThe release adds per-team New Relic trace routing, Grounding with Bing Search, native Vertex AI Interactions API support and Entra ID/OAuth authentication across Azure AI Foundry routes. It also introduces vector-store upload security controls and updates MCP, A2A, routing, cost and provider handling.→3 SeptTraversal makes Incident Workers generally available and launches Alert WorkersTraversal announced general availability of Incident Workers, a public beta of Alert Workers and a Workers console for deploying and managing the fleet. Incident Workers investigate incidents end to end in Slack, Teams or the web console, while Alert Workers reason across signals, deduplicate noise and attach explanations to alerts.→2 SeptCline Desktop 0.0.21 makes delegated-agent stops propagateStopping a session now propagates aborts to child agents and teammates, with cancelled teammate tasks persisted as cancelled. The release also refreshes live provider models, distinguishes authentication failures from outages, restores Langfuse tracing in production builds and changes unpinned defaults across about 36 providers.→1 SeptBroadcom adds runtime identity, network defence and observability for agentic AIAgentMinder binds agent authority to declared missions, intents, tools and resources, enforcing least-privilege policy at each tool invocation. VMware vDefend and Avi add MCP and LLM discovery, shadow-AI monitoring, anomalous-traffic detection, malicious-execution blocking and OpenTelemetry auditability.→1 SeptBroadcom introduces VMware Private AI Cloud for private inference and agentsThe platform combines VMware Cloud Foundation with heterogeneous accelerator support, NVMe memory tiering, storage deduplication, token monitoring, multi-tenant model sharing and GPU observability. Broadcom also says customers can access more than 150 validated open and commercial models through integrated deployment and operations services.→1 SeptForward opens its network digital twin and AI workflow to wider teamsThe trial lets network, security and cloud teams ask plain-language questions against a mathematically accurate model and receive evidence-based answers. It can also identify the assets affected by a CVE and provide deterministic evidence about how proposed changes affect production networks across major clouds.→29 AugSkyWalking 11.0 separates Horizon UI from OAP and adds live rule debuggingSkyWalking 11.0.0 makes Horizon UI an independently deployed component rather than a bundled legacy web UI and exposes a dedicated administration port for management APIs. The release adds TLS certificate hot reload for OAP HTTP and REST servers, runtime rule hot-update, live DSL debugging, and trace-tail sampling.→27 AugNode.js 26.8 adds crypto, diagnostics and SQLite APIsNode.js 26.8 enables SIV and GCM-SIV modes in Cipher and Decipher, marks TracingChannel stable, improves histogram and net.BlockList behaviour, and adds non-throwing MIMEType.parse. It also adds SQLite StatementSync close and dispose methods, basic REPL syntax highlighting and ZipFile, ZipEntry and ZipBuffer support, alongside certificate and Web Crypto fixes.→24 AugCline SDK v0.0.78 adds durable Hub event replayQueued runs now survive Hub upgrades, reconnecting clients replay missed events, and event IDs prevent duplicate processing. The release also adds session and client identity to Langfuse traces and refreshes model defaults and pricing.→24 AugLiteLLM v1.98.0 adds gateway observability and control featuresThe gateway can now attach opt-in session and trace identifiers to JSON logs, send per-deployment SSE heartbeats, and enforce configurable output-token limits by key, team, or model. The release also exposes routing groups as virtual models and improves MCP timeouts, tracing, and provider cost accounting.→23 AugGitHub Agentic Workflows tightens safe outputs and reproducibilitygh-aw v0.87.4 makes compilation fail when safe-output step-output tokens cannot resolve, adds pinned Agent Plugins, and supports per-engine model overrides and custom providers. It also stops `GH_TOKEN` persisting in repo-memory clone `.git/config` and derives conclusion-job write permission from resolved safe-output configuration.→23 Augsyslog-ng 4.9 adds native HTTP statistics exporterssyslog-ng 4.9.0 adds `stats-exporter()` and `stats-exporter-dont-log()` sources that expose `syslog-ng-ctl` statistics or queries to HTTP scrapers, with rate, format and single-instance controls. It also adds RFC6587 auto-detection for octet-count framing and inotify-based wildcard-file change detection.→22 AugGitHub's Copilot Cloud Agent status visibility degraded for hoursGitHub's status page said Copilot Cloud Agent tasks were still completing, but newly started tasks did not show ongoing progress and session output was delayed by about an hour. GitHub reported gradual recovery during the window and marked the incident resolved at 00:37 UTC on 21 August.→22 AugClaude Agent SDK adds explicit subagent depth and refusal lifecycle eventsClaude Agent SDK TypeScript 0.3.238 adds is_backgrounded and spawn_depth to subagent task events, plus a terminal refused state for cross-session messages rejected by policy. It also fixes hook reinitialisation and exposes more reliable branch and prompt-suggestion events.→21 AugSpring Boot 4.2.0-M1 adds AMQP 1.0 and image-based Buildpacks cachesSpring Boot 4.2.0-M1 adds generic AMQP 1.0 and RabbitMQ AMQP 1.0 support, and lets Cloud Native Buildpacks publish and restore build caches through an image registry. Its release notes also change forwarded-header configuration and stop test MeterRegistry beans entering Micrometer's global registry by default.→18 AugVercel Dashboard disruption affected observability, analytics and firewall functionsVercel opened the incident at 14:30:28 UTC, affecting Dashboard observability, Web Analytics, Speed Insights, Firewall and Usage, with TOTP login issues also reported. By 20:13 UTC, services had recovered but Vercel was still ingesting missing observability data.→17 AugClaude Code users report blank reasoning blocks despite billingThe Register reports that Opus 4.8 and Sonnet 5 requests can return missing or incomplete thinking summaries. Anthropic documentation states that thinking tokens remain billable even when the thinking content is collapsed or redacted, and the company was investigating the behaviour.→16 AugACE Sidecar adds local cost and workflow observability for coding agentsThe sidecar records per-turn token, cache, latency and cost data, reads existing local transcripts, and stores metrics in a local SQLite database. It also exposes Prometheus metrics and mines repeated command sequences into installable SKILL.md files, while its optimisation recommendations currently measure rather than automatically change workflows.→