Team Techopia
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Tonic versions synthetic data for testing
Tonic has added project versioning to Fabricate, allowing teams to keep stable synthetic datasets in testing while continuing to develop new versions separately.
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LittleHorse puts boundaries around AI agents
LittleHorse has expanded its orchestration platform to place AI-agent decisions inside deterministic workflows, keeping business execution under explicit software controls.
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Zoom tightens workplace administration
Zoom has expanded administrative controls across workplace applications, transcripts, identity mapping, chat analytics, desk booking, and its browser-based interface.
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Databricks automates more of Spark 4.2
Databricks Runtime 19 is shifting more optimisation into the platform while changing dependencies and defaults that data teams will need to test carefully.
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Cloudflare makes Python native to Workers
Cloudflare has made Python a first-class Workers language, bringing mainstream web frameworks, databases, AI libraries, and other platform services into its serverless runtime.
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Snowflake adds tests for production AI
Snowflake is adding repeatable evaluation, automated optimisation, and conversation compaction to Cortex AI as model quality and cost become production engineering concerns.
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Fastly puts controls around production AI
Fastly has launched runtime, firewall, and API controls designed to govern model routing, token spending, prompt attacks, credentials, and the actions agents take against business systems.
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IBM finds hidden work behind enterprise AI
IBM research finds AI is creating extra checking and exception-handling work while employers place growing value on human judgement and critical thinking.
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Elastic links distributed observability projects
Elastic can now search across serverless projects without first consolidating their observability data, giving operations teams a common view across separated environments.
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Dragos widens its industrial cyber reach
Dragos has completed its acquisitions of runZero and NetRise, extending its operational-technology security platform into broader asset discovery, cloud exposure, and software supply-chain risk.
