GoKawiil
Tech News
A technical write-up describes a telemetry pipeline that uses two alternating Cloudflare Queues, switched via modulo arithmetic on UTC timestamps, to continuously capture events without interrupting ingestion. An hourly consumer task drains the inactive queue, compresses the batched events, and writes them to Cloudflare R2 using a partitioning scheme based on time.
A researcher using the handle log4j says they gained root access to a 2025 Samsung TV and found code suggesting the device can search for microphones in connected soundbars or Bluetooth accessories, even on TV models with no built-in mic. The researcher also alleges the TV logs audio events, tracks viewing habits, and may keep sending ACR telemetry data even after users disable that setting, though no independent party has confirmed these claims.
An IEEE Computer Society post argues that leaders should borrow the observability practices engineers use for software systems—continuous monitoring via traces, metrics, and logs—to track team and organizational health. Rather than waiting for a crisis or 'incident' to assess problems, the piece suggests leaders instrument their teams early and treat issues as learning opportunities.
An Anthropic blog post describes how the company assigns Claude instances to dedicated Slack channels, each obsessively tracking the health of a single system component such as its scion-daemon or merge queue. These AI 'superfans' have access to telemetry and logs and work alongside traditional automated alerts, with Anthropic saying they can spot subtle, novel issues that conventional alerting misses.
NASCAR has introduced new automation tools that provide fans with real-time telemetry and driver communications through its official app during live races. These features are accessible to premium subscribers, offering a more immersive experience beyond traditional viewing. The move aims to deepen fan engagement and improve race coverage.
Parseable has announced its open observability data lake capable of handling up to 100 million time-series data points every minute. The platform leverages large language models and traditional machine learning to analyze telemetry data, detect anomalies, and identify root causes in real-time. Recently, it identified a spike in error rates caused by exhausted connection pools in a checkout service, affecting over 6,400 users for more than seven minutes.
A cybersecurity vendor is promoting 'Identity Telemetry,' a real-time monitoring approach meant to complement traditional Identity Governance tools like role-based access and periodic reviews. The pitch argues that static governance policies alone cannot detect breaches as they happen, and organizations need continuous visibility into identity events to catch active threats.
A developer testing Claude Code 2.1.277's new AGENTS.md support found the file only loads when a remote feature flag called tengu_agents_md_mod returns true, which depends on telemetry or nonessential traffic being enabled. Setting CLAUDE_CODE_DISABLE_NONESSENTIAL_TRAFFIC or DISABLE_TELEMETRY to 1 silently disables the AGENTS.md loader, with no warning to the user, a behavior tracked in GitHub issue #95690.
Copper-Rs, a Rust-based robotics framework, has introduced a live telemetry system that streams copperlists using forward error correction so a remote 'twin' copy of the robot's software stack can decode, reorder, and self-heal from lossy connections. The twin stack can even jump to recovery points if too much data is lost, ending up running an exact mirror of the robot's live process, which can then be logged or displayed for operators.
AI-assisted incident response systems, sometimes called 'AI SREs,' can now detect alerts, diagnose root causes, and apply fixes without human intervention. A former LinkedIn SRE warns that as these tools absorb routine incident handling, engineers get fewer chances to build intuition about how their systems actually fail.
O&O Software offers ShutUp10, a free, portable tool that lets Windows 10 and 11 users toggle privacy-related settings and disable data-sharing features without installing extra software. The tool includes built-in recommendations flagging which functions are safe to turn off, addressing concerns that Microsoft's convenience features send more personal data than users may expect.