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What is moving in the systems we build on.

A live feed of engineering, automation, cloud, and data reporting, filtered to the areas ADAM works in every day.

Industry signal

Reporting from the parts of the stack we are accountable for.

Headlines refresh every fifteen minutes from the last four weeks of coverage. Sources are external and unedited, so treat each entry as a starting point rather than an ADAM position.

Pypi.org

rtl-buddy 6.53.0

Python CLI for Verilog and SystemVerilog RTL testing, randomized regressions, coverage, and simulator workflow automation.

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Build, debug, and collaborate with Visual Studio Professional 2026 for $30
Popular Science

Build, debug, and collaborate with Visual Studio Professional 2026 for $30

A full-featured development program with AI-assisted coding and tools for multiple languages and platforms. The post Build, debug, and collaborate with Visual Studio Professional 2026 for $30 appeared first on Popular Science.

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Antigravity excels at one task, but Claude Code and Codex dominate everywhere else
XDA Developers

Antigravity excels at one task, but Claude Code and Codex dominate everywhere else

Three coding agents walked into a workflow, and only one of them stayed for free

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Pypi.org

samai-zagent 0.31.99

ZAgent - Lightweight cross-platform AI agent for AICQ, with streaming chat, tool use, workflow automation, and stealth browser capabilities

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Backlog.cloud – Meetings in, delivery artefacts out in the tool your team already uses
Betalist.com

Backlog.cloud – Meetings in, delivery artefacts out in the tool your team already uses

Meetings in, delivery artefacts out in the tool your team already uses

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Best Developer Marketing Tools | Distribb
Distribb.io

Best Developer Marketing Tools | Distribb

Compare the best developer marketing tools for SaaS teams, agencies, and SEO professionals, including automation, AI visibility, and content workflows.

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Pypi.org

dailybot-cli 3.11.0

Dailybot CLI - The command-line bridge between humans and agents. Progress reports, observability, and workflow automation for modern teams across Slack, Google Chat, Discord, MS Teams, and more.

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Which AI marketing automation tools deliver the best ROI for e-commerce? | VIZIO AI Blog
Vizio.ai

Which AI marketing automation tools deliver the best ROI for e-commerce? | VIZIO AI Blog

Which AI marketing automation tools deliver the best ROI for e-commerce? — Compare the best AI marketing automation tools for e-commerce, including Klaviyo, Omnisend, Attentive, Bloomreach, Nosto and Shopify, based on ROI, automation and personalization data.

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Designing Human-in-the-Loop Approval Gates for Enterprise AI Agents
Dzone.com

Designing Human-in-the-Loop Approval Gates for Enterprise AI Agents

AI agents become useful when they can do more than generate text. The moment an agent can update a CRM, approve a refund, create a purchase order, change a price, or send a customer response, the architecture must answer a harder question: Which actions shoul…

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2026 Gartner® Critical Capabilities™ for Business Orchestration and Automation Technologies Report Ranks Appian #1 for the Deterministic Workflow Automation Use Case and Platform Consolidation Use Case
PRNewswire

2026 Gartner® Critical Capabilities™ for Business Orchestration and Automation Technologies Report Ranks Appian #1 for the Deterministic Workflow Automation Use Case and Platform Consolidation Use Case

Appian also named a Leader in the Gartner® Magic Quadrant™ for Business Orchestration and Automation Technologies (BOAT) report MCLEAN, Va., Sept. 18, 2026 /PRNewswire/ -- Appian (Nasdaq: APPN) today announced it has ranked #1 for the Deterministic Workflow A…

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ZEVENET: How Does a Web Application Firewall Work? Inside HTTP and HTTPS Traffic Inspection
Skudonet.com

ZEVENET: How Does a Web Application Firewall Work? Inside HTTP and HTTPS Traffic Inspection

An HTTPS request can pass every network-level check and still contain something your application should never process. SQL injection, malicious JavaScript, malformed HTTP data or a dangerous file upload can all travel inside what appears to be a perfectly val…

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Pypi.org

shabbos-goy added to PyPI

Hebrew-speaking speech-to-speech agent that helps observant Jews on Shabbat and Yom Kippur without breaking them: it never takes direct commands, only infers intent from indirect remarks (e.g. 'I wish it was cold' -> turn on the AC).

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Job Posting: Athletics – Multiple Openings
Fangraphs.com

Job Posting: Athletics – Multiple Openings

The Athletics are hiring.

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Exploring the DBMS_DEVELOPER Package: JSON Metadata for Oracle Objects
Dzone.com

Exploring the DBMS_DEVELOPER Package: JSON Metadata for Oracle Objects

Oracle Database 23ai introduced the powerful DBMS_DEVELOPER package, giving developers and database administrators a streamlined way to access database object metadata in JSON format. This feature represents a significant advancement in how we interact with d…

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Pypi.org

devopness 2.8.4

Devopness API Python SDK - Painless essential DevOps to everyone

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What is agentic SEO? 8 workflows run on a live site
Semrush.com

What is agentic SEO? 8 workflows run on a live site

Agentic SEO hands defined workflows to an AI that pulls its own data. See the free Claude setup we used.

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Pypi.org

devops-agent-harness added to PyPI

Production-grade, model-agnostic DevOps AI agent harness with policy, approval and audit enforcement outside the LLM.

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Laboratory Information Management System (LIMS) Market worth $5.84 billion by 2031 - Exclusive Report by MarketsandMarkets™
PRNewswire

Laboratory Information Management System (LIMS) Market worth $5.84 billion by 2031 - Exclusive Report by MarketsandMarkets™

DELRAY BEACH, Fla., Sept. 18, 2026 /PRNewswire/ -- According to MarketsandMarkets™, the Laboratory Information Management System Market is projected to reach USD 5.84 billion by 2031 from USD 3.26 billion in 2026, at a CAGR of 12.4% during the forecast period…

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Pypi.org

git-flow-envs 1.21.3

Git workflow automation to follow best practices when working with multiple environments

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Document AI Market worth $35.34 billion by 2031 - Report by MarketsandMarkets™
PRNewswire

Document AI Market worth $35.34 billion by 2031 - Report by MarketsandMarkets™

DELRAY BEACH, Fla., Sept. 18, 2026 /PRNewswire/ -- According to MarketsandMarkets™, the Document AI Market is projected to grow from USD 17.51 billion in 2026 to USD 35.34 billion by 2031, at a CAGR of 15.1%. Browse 350 market data Tables and 59 Figures sprea…

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For AI agents, it’s the best of times, it’s the worst of times
SiliconANGLE News

For AI agents, it’s the best of times, it’s the worst of times

And in a desperate attempt to turn a cliche into a sharper analogy to today’s AI era, let’s complete the rest of Charles Dickens’ first line in “A Tale of Two Cities,” which honestly does kind of fit: “… it was the age of wisdom, it was the age of foolishness…

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The AIDEs Framework: How We Built a “Theory of Everything” for AI Development Tools
Jetbrains.com

The AIDEs Framework: How We Built a “Theory of Everything” for AI Development Tools

We are living in genuinely interesting times. AI is disrupting software development at a pace where new models, tools, and practices appear almost daily. Many teams’ natural first instinct is to spend ever more time chasing updates. After almost two years of …

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Pypi.org

git-flow-envs 1.21.2

Git workflow automation to follow best practices when working with multiple environments

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