Software Tech Radar

Multi-Agent Evaluation & Execution

• 🔥 AsyncTool Benchmark: AsyncTool evaluates asynchronous function calling capability under multi-task...

Will Mistral's Vibe give devs a reason to ditch Claude for agentic coding?

• Core pitch: AI agent purpose-built for work and code.
• Landscape shift:...

Four converging approaches show how structured knowledge and memory reduce hallucinations in AI agents.

• Knowledge bases must be AI-optimized with...

• Map full costs first: pilot spend of $200/month can reach $200k in production
• Choose model types wisely: instruction-tuned models cost 5-20x less...

Across emerging platforms, durable execution and governance layers are becoming non-negotiable for reliable AI agents.

• Itential stresses RBAC,...

AI agents face security threats primarily at the intersection of LLMs and traditional software tools, where old vulnerabilities like missing input...

Engineers now have streamlined paths across platforms for moving AI models and agents from quick tests to reliable production.

• Google Cloud Run...

Gemini 3.5 Pro is predicted to lead the next frontier model race, leveraging Flash's strong speed, grounding, and reasoning capabilities. This opens a...

AI engineers can leverage torch.compile to auto-generate Triton kernels and copy-paste them into production code for performance wins. The meta-pytorch/export-python experiment wraps this workflow behind a cleaner API.

Ardoq's new platform embeds AI agents that reason exclusively on customers' live architecture graphs rather than generic documents or training...

The field is rapidly moving beyond single agents toward architectures that demand parallel execution and async tool handling.

• Single agents still...

AI-assisted offensive security has advanced from unreliable single-command tools to production systems capable of chaining complex attack sequences....

No significant updates today.

No significant updates today.

Production AI Model Updates

• 🔥 Gemini 3.5 Flash GA: Gemini 3.5 Flash has reached general availability for scaled production use in agentic...

AI bottlenecks are moving past GPU access toward energy, memory, and optimization challenges.

• Power and HBM shortages now constrain scaling as...

The agent tooling landscape now spans entry-level explanations through production-grade harnesses and dashboards.

• Beginner guides unpack core...

Enterprise AI agents now require lifecycle governance from creation to guaranteed retirement, or they become orphaned zombie identities with lingering...

Two architecture patterns are defining enterprise AI deployments:

• Multi-cloud succeeds only with deliberate design—ad-hoc setups create governance,...

AI Observability Milestones

• 🔥 Datadog Revenue Milestone: Datadog crossed the $1 billion quarterly revenue threshold with AI observability...