OpenAI Codex adds SDK, admin tools, Slack integration
With the new admin tools, which include environment controls, monitoring, and analytics dashboards, ChatGPT admins gain more visibility and control to manage Codex at scale, OpenAI said. For example, admins now can edit or delete Codex cloud environments in their workspace, monitor actions taken by Codex, monitor the quality of code reviews by Codex, and […]
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Lessons from the Salesforce breach
The chilling reality of a Salesforce.com data breach is a jarring wake-up call, not just for its customers, but for the entire cloud computing industry. In recent months, a wave of cyberattacks has targeted cloud-based platforms that house and process massive amounts of personal and corporate data. The latest extortion attempt is from Scattered LAPSUS$ […]
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Starburst pushes lakehouse boundaries with multi-agent AI and unified vector search
However, Starburst rivals, such as Databricks and Snowflake, offer agent governance features with Unity Catalog and Horizon, respectively. Analysts point out that the agent usage tracking features added to Startburst are not only important for controlling over-expenditure but are also becoming table stakes across data lakehouses. While Databricks’ Mosaic AI Gateway offers rate limits, usage […]
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Google enhances debugging, performance in Opal, its low-code AI-based app builder
Seconding Dai, Yamohiadeen pointed out that enterprise business application suites with their AI building tools will continue to hold an advantage over Opal due to entrenched data models, process ownership, native connectors, and governance frameworks. “They also benefit from embedded distribution, identity and security integration, and compliance certifications, which reduce integration risk, accelerate adoption, and […]
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The best new features and fixes in Python 3.14
‘Tail-call-compiled’ interpreter The CPython interpreter in Python 3.14 can use a feature in C code that uses tail calls between functions. When compiled with a C compiler that supports these features, CPython runs slightly faster. Note that this feature isn’t the same thing as enabling tail call optimizations in the Python language; it is an […]
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Optimizing queries by using observability
Code snippet: Tracing PostgreSQL queries with OpenTelemetry (Python) from opentelemetry import trace from opentelemetry.instrumentation.psycopg2 import Psycopg2Instrumentor from opentelemetry.sdk.trace import TracerProvider from opentelemetry.sdk.trace.export import BatchSpanProcessor, ConsoleSpanExporter trace.set_tracer_provider(TracerProvider()) tracer = trace.get_tracer(__name__) Psycopg2Instrumentor().instrument() span_processor = BatchSpanProcessor(ConsoleSpanExporter()) trace.get_tracer_provider().add_span_processor(span_processor) import psycopg2 conn = psycopg2.connect(“dbname=test user=postgres”) cur = conn.cursor() with tracer.start_as_current_span(“run-heavy-query”): cur.execute(“SELECT * FROM large_table WHERE condition = ‘value’;”) results = […]
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The JavaScript code won’t write itself
Matthew Tyson is a contributing writer at InfoWorld. A seasoned technology journalist and expert in enterprise software development, Matthew has written about programming, programming languages, language frameworks, application platforms, development tools, databases, cryptography, information security, cloud computing, and emerging technologies such as blockchain and machine learning for more than 15 years. His work has appeared […]
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Who stops wasteful cloud spending?
According to a report from VMware, nearly half of IT leaders believe more than 25% of their cloud spending is wasted, and almost one-third claim the waste exceeds 50%. These numbers are astonishing, not just for the financial toll but for what they reveal about the broader cultural and operational challenges within enterprise IT. At […]
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IBM launches Granite 4.0 to cut AI infra costs with hybrid Mamba-transformer models
“IBM’s edge versus Meta, Microsoft, and others rests on transparency and lifecycle controls,” Gogia said. “Granite 4.0’s ISO 42001 certification demonstrates audited risk management, while cryptographic signatures and bug-bounty incentives build provenance and security. This will tilt decisions in highly regulated sectors where audit trails and indemnification override marginal accuracy differences.” The ecosystem challenge IBM […]
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Why observability needs Apache Iceberg
Apache Iceberg is a mature open table format that’s been battle-tested in the broader analytics world for years. Now it’s time to apply the benefits of an open and scalable standard to an observability field that badly needs to break out of its siloed heritage. It isn’t that observability has entirely resisted standards. OpenTelemetry is […]
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