Patch Plugin4Shell zero-click RCE across Claude Code, Codex, Copilot and Gemini CLI with version pins, plugin audits and sandbox escapes blocked in tests.
Deepak BagadaSep 21, 2026
Evaluate StepFun Step 5 Preview with 600B sparse MoE and 27B active weights at $1 per million input, plus a cache-discount migration check in staging tests.
Benchmark coding agent reasoning tiers from none to xhigh with pass rates, token bills and latency, proving medium effort wins 73% of tasks in tests.
Track Union Alpha from OpenRouter stealth to unbiased Pareto 26.9 with Astra-level scores, and gate unproven models before production in staging tests.
Test Grok Voice Transcribe 2.0 with short-phrase WER down to 6.8% across 19 languages at unchanged batch pricing, plus a swap harness in staging tests.
Deploy PrismML Ternary Bonsai 2 with Qwen3.8 27B at 5.9GB and 1.71 bits per weight, keeping 98.2% benchmarks with a local rollout check in tests.
Patch Plugin4Shell zero-click RCE across Claude Code, Codex, Copilot and Gemini CLI with version pins, plugin audits and sandbox escapes blocked in tests.
Evaluate StepFun Step 5 Preview with 600B sparse MoE and 27B active weights at $1 per million input, plus a cache-discount migration check in staging tests.
Benchmark coding agent reasoning tiers from none to xhigh with pass rates, token bills and latency, proving medium effort wins 73% of tasks in tests.
Track Union Alpha from OpenRouter stealth to unbiased Pareto 26.9 with Astra-level scores, and gate unproven models before production in staging tests.
Run self-hosted AgentCrew agent teams on Docker with markdown roles, NATS messaging and MCP tools, shipping scheduled crews with zero code in tests.
Build CrewAI Flows with human_feedback gates, emit routing and Slack providers, cutting stuck runs to zero with 3.1s median approval resume in tests.
Build human-gated Temporal approval workflows with signals and durable timers that wait days at zero compute cost. Complete Python pattern inside.
Discover how Lyft runs self-serve LangGraph router agents for millions of support chats with parallel safety checks and modular subgraphs. Full build inside.
Build a FastMCP document server with outline-first reads, range access and pagination, cutting Office context use 74% with 31ms median reads in tests.
Ship a FastMCP changelog MCP server with git-merge drafting, approval-gated publishing and view analytics, cutting release-note time 68% in staging.
Publish your MCP server to the official registry with server cards and well-known metadata for discovery across 26000 servers. Full FastMCP build.
Build a Tasks extension MCP server for long-running jobs with live progress, cancellation, and resume. Complete FastMCP pattern with 42ms overhead.
Microsoft open-sources Orchard on GitHub, decoupling agent training from inference execution to slash latency by 87% and eliminate memory thrashing across enterprise multi-agent swarms.
OpenAI confirmed it cannot rule out that Astra has critical-level cyber capabilities, triggering an unprecedented safety gate. The 10T-parameter model's release is now indefinite.
Your multi-agent system has a cache coherence problem. When three agents read and write shared state simultaneously, 34% of deployments experience silent data corruption.
When your agent crashes at step 8 of a 12-step workflow, you lose everything. This Temporal MCP Server gives agents durable execution that survives crashes, deployments, and network failures.
Architecting Resilience: How Self Healing Data Pipelines Eliminate Failures and Downtime In the modern data driven enterprise, the reliability of data pipeline...
Deepak Bagada
Learn how self-healing SQL pipelines use AI to fix schema drift and data quality issues automatically. The future of resilient data engineering.
Deepak Bagada
Discover the power of AI orchestration for content scaling. Repurpose pillar content into multi-platform campaigns automatically with agentic AI.
Deepak Bagada
Stop manually drafting social posts. Learn how to use Hermes 3 to build an autonomous content engine that repurposes long-form video into viral threads.
Deepak Bagada
Learn why senior engineers are switching to the Pi coding agent. Discover the radical minimalism workflow that reduces costs and increases code quality.
Deepak Bagada
Title: How to Build a Lead to CRM Zero Touch Workflow with Claude in 2026...
Deepak Bagada
An autonomous reputation sentry is a 24/7 AI monitoring system that detects emerging PR crises by analyzing social media sentiment and news leaks in real-time. Unlike traditional social listening tools, these agents can...
Deepak Bagada
You're sending the same newsletter to 10,000 people and wondering why your click rate is stagnant. In 2026, the best creators use 'Behavioral Injection' to write a custom sentence for every single subscriber. This guide...
Deepak Bagada
You're spending 30 hours a week researching industry trends to write 'lead magnets' that are out of date by the time they're published. In 2026, the leading consultants are building 'Intelligence Factories' that do the r...
Deepak Bagada
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