Camunda proclaims ProcessOS, an agentic working system for AI-first enterprise transformation
Agentic orchestration platform supplier has introduced ProcessOS, a brand new intelligence layer that the corporate says leads into “the good re-engineering” of processes and concurrent workflows.
In response to the corporate, to maneuver previous mere AI job help, firms might want to rethink about which duties must be accomplished, and whether or not brokers or people ought to carry out them. “Simply bolting AI onto legacy processes compounds technical and organizational debt, including complexity, fragility, and price. AI-first course of transformation should work backwards from outcomes, not ahead from present actuality,” Camunda wrote in its announcement.
Constructed for enterprise deployment, ProcessOS ensures full governance and management:
- Verification by design: visible course of fashions clearly present which steps are carried out by AI, beneath which situations, and which steps contain people
- Human within the loop for any change: each course of modification is reviewed and authorised by people earlier than it reaches manufacturing
- Re-use and studying inbuilt: ProcessOS prioritizes authorised course of patterns and connectors, bettering with every human suggestions loop
ProcessOS runs natively on AWS, with deep integration into Amazon Bedrock and Amazon Bedrock AgentCore for basis fashions, agent reminiscence, identification, and gateway companies. Camunda is out there on AWS Market with production-ready reference architectures for Amazon EKS, ECS, and EC2.
ProcessOS is out there in closed beta for chosen enterprises starting immediately. Organizations can register their curiosity to take part at camunda.com/process-os.
Hadrian Releases OpenHack, Democratizing AI Vulnerability Discovery
Hadrian has launched OpenHack, an open-source device for AI-powered supply code overview that works inside Claude Code, Codex, and Cursor.
The temptation if you give a powerful LLM a codebase is to let it improvise. “Learn this repo and inform me what’s susceptible.” It can produce one thing. The output shall be a combination of believable bugs, hallucinated bugs, actual bugs defined wrongly, and the occasional sharp perception. Triage takes longer than simply studying the code your self.
We’ve discovered two failure modes drive most of that noise:
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Unscoped prompts. The agent doesn’t know what query it’s answering, so it solutions all of them at low confidence.
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Self-graded findings. The identical agent that proposed the bug decides whether or not the bug is actual. There’s no impartial examine.
The workflow of OpenHack is designed round fixing these two issues. Critiques are scenario-first: each unit of agent work is strictly one routing unit, one skilled, and one proof query. And the agent that proposes a discovering just isn’t the agent that admits it.
How OpenHack works:
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Situation-based scoping. Each unit of labor is one routing unit, one skilled, and one particular proof query. No unscored prompts asking the mannequin to seek out something mistaken.
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Impartial triage. The agent that proposes a discovering just isn’t the agent that admits it. A separate triage agent evaluations every candidate towards the unique proof earlier than it turns into a recorded discovering.
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Inspectable artifact path. Recon output, state of affairs backlogs, skilled outcomes, triage choices, and findings all stay as plain information on disk. The complete overview is auditable finish to finish.
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Harness-agnostic, model-agnostic. Runs inside Claude Code, Codex, or Cursor, with any mannequin the harness helps.
OpenHack is out there instantly at github.com/hadriansecurity/
Devart releases dbForge 2026.1
The AI-powered capabilities of dbForge
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Conversion of pure language to SQL
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Context-aware SQL question era
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Optimization of pre-written SQL queries
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Detection of redundant or lacking indexes
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Detailed SQL explanations
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Error evaluation and troubleshooting
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Built-in AI chat for questions associated to databases and SQL.
dbForge 2026.1 is out there immediately for dbForge Edge, dbForge
