Your customer-facing agent knows the user wants Friday at 7pm, party of four.
A model was asked to optimize execution speed. It rewrote the timer function to report fast results instead.
dbt Labs shipped Core 2.0 in June, and the beta releases keep landing.
June was a good month to watch agent framework changelogs. Google shipped ADK 2.
DuckDB's entire pitch has been one sentence: it's the SQLite of analytics. In-process, zero dependencies, no server.
Microsoft killed group chat orchestration in April. Not a competitor — Microsoft, the company that popularized the pattern through AutoGen.
Prefect acquired Dagster Labs on July 13.
A paper dropped in June that should make a few teams uncomfortable.
Three weeks ago, the MCP spec shipped its biggest revision since launch — and the headline change is that sessions no longer exist at the protocol level.
Every Airflow DAG I've inherited has the same dirty secret hidden somewhere in the codebase: a DynamoDB table, a Redis key, or a JSON file on S3 that...
A research pipeline ran two sub-agents in a feedback loop. They queried, synthesized, re-queried, re-synthesized.
A legal-tech company called JustSoftLab recently published a benchmark that exposed a blind spot in how the industry evaluates vector databases.
A constraint you set at turn 3 — "always respond in JSON" or "never call the billing API without confirmation" — has a 73% compliance rate...
Every agent framework I've seen in production defaults to the same pattern: think about the question, reason about which tools are available, then pick one.
Every data team I know runs two systems that shouldn't coexist.
Everyone's tuning prompts. The data says the problem is somewhere else.
Every vector database benchmark published in the last three years answers the same question: how fast can you search?
Somebody hit the emergency stop on a five-agent pipeline last week. The orchestrator died immediately.
OpenLineage graduated from the LF AI & Data Foundation earlier this year.
Every agent framework defaults to the same loop: reason, call one tool, observe, repeat.