State of Agentic Software Development
July 2026Gemini Enterprise Agent Platform’s coverage share rose from 3% in June to 10% in July.
- AI agents led coverage with 56%, compared with automation’s 11%.
- Coverage of Gemini Enterprise Agent Platform spread across 5 stories; Flash model availability was largest, at 33% of its categorized story articles.
- The month’s highest-volume story covered Lenovo Capital expanding its AI investment focus into robotics, computing infrastructure and AI agents, appearing in 23 articles.
- News and updates made up 58% of categorized items, while only 6% of reported work described results.
- Every listed coverage leader held a steady article pace, and no topic appeared measurably for the first time.
- Articles measured
- 262
- Topics tracked
- 31
- Categorized story items
- 81
- Representative articles
- 32
Where the month's attention went
Each topic's share of the month's measured coverage, largest first. Bars are scaled to the leader; direction is that topic's own pace against its recent months.
Select any topic to read the articles behind its coverage.
These 12 topics are 96.6% of the month's measured coverage. 19 further tracked topics share the rest.
Every topic here held near its usual pace this month — none met the bar for a rising or falling call, so no per-row direction is shown.
This month against the record
Articles Compass measured for this topic set, month by month. The record itself grows as sources are added — the strip reads attention and record together.
One story, or many?
Every bar splits one topic's month in two: the single biggest story the press ran about it, and everything else it was covered for. A long first block means one event carried the topic; a short one means the attention came from all over. Shares are of the topic's categorized story items — one article can carry more than one story, and some carry none, so a share here is not a share of the article count on the row.
Highest single-story shareAI agents — 43% of its categorized story coverage (54 articles) came from a single story: Lenovo Capital is expanding its AI investment focus into robotics, computing infrastructure and AI agents (23 articles).
Spread across manyGemini Enterprise Agent Platform — 5 separate stories, none more than 33% of its categorized story coverage (9 articles). The largest: Gemini 3.6 Flash and Gemini 3.5 Flash-Lite became immediately available through Google AI Studio, the Gemini API, the Gemini Enterprise Agent Platform, and the Gemini app (3 articles).
What kind of month it was
The categorized coverage split three ways — the kind of story, how far along the press said the work was, and how it was framed.
- News & updates58%
- Launch33%
- Funding4%
- Benchmark3%
- Restructuring1%
- Regulation1%
- Announcement82%
- Launch11%
- Results6%
- Speculation1%
- Neutral80%
- Promotional19%
- Critical1%
Shares of 81 categorized coverage items — one article can carry more than one, so this base differs from the article count above.
What the coverage was about
The leading topics and the measured stories behind their numbers — summaries of what the press reported, each with the article count that backs it.
Covered together
A long-run structural read, not a July 2026 measurement: the strongest co-coverage links among this set's topics, measured across Compass's full record. The thicker the arc, the more shared articles. Only links with at least 3 shared articles are drawn — a set whose topics rarely share stories shows few here, or none.
Read the coverage
Every figure on this page is counted from all of the coverage Compass measured in July 2026. Below are 32 representative articles — each leading topic above contributes its top stories, the biggest topics the most — linked in full, so you can read the reporting the numbers are drawn from.
- Icite targets knowledge graphs to give AI agents the context needed for autonomous security workflows
- Coolpad plans 2026 expansion into AI infrastructure
- Lenovo Capital takes aim at robotics, coding agents in ‘sniper’ AI investment strategy
- AI Agents Would Rather Steal Copyrighted Work Than Use Open-source Alternatives
- Microsoft wants AI to catch hackers before they even attack
- Fiduciary AI: Agents need to prove trustworthiness, not just ability
- Default Azure Automation Setting Enables Cross-Tenant Identity Takeover
- The Future Of Business Automation Is Adaptability
- Gemini Robotics 2 brings us one step closer to physical AGI
- What’s new in Gemini Enterprise Agent Platform
Show the other 22 articles
- Automate your agent development lifecycle using any coding agent
- Google Released Gemini 3.5 Flash Cyber AI, a Specialized AI Model for Vulnerability Hunting
- Now in preview: Find and fix software vulnerabilities with CodeMender
- Perplexity Open Sources Numbat To Monitor Risky AI Coding Agents
- Enabling AI to Understand Complex Runtime Behavior for Accurate, Automated Root Cause Analysis — DAC 2026
- Battery Storage Startup Antora Closes $550M Series C In One Of Year’s Largest Cleantech Rounds
- Bright Machines says its new hybrid robot cell could help solve a major AI infrastructure bottleneck
- Space Force orders 36 more Golden Dome missile-tracking satellites, for $1.75 billion
- Building trade assistant: How Jefferies optimized front office trading operations with AI
- Podcast: Strands Agents with Clare Liguori
- New HalluSquatting Attack Could Trick AI Coding Assistants Into Installing Botnet Malware
- Dynatrace’s new agents can reveal the single hardest part of AI operations
- One tampered ChatGPT link could spawn a rogue AI agent that took orders from an attacker every five minutes
- How is your enterprise tracking AI agent telemetry? Groundcover thinks it should never leave your cloud
- I'm worried that Windows 11 will slowly turn into a subscription-based OS, and AI agents will be to blame — here's why
- How AI drove Shopify back to clean code
- Delaware wants to give AI agents their own legal identity
- New MemGhost Attack Plants Persistent False Memories in AI Agents Through One Email
- Meta launches low-cost Muse Spark 1.1 as enterprise AI spending comes under scrutiny
- A Startup That Builds AI Agents Used One to Raise $100 Million
- Most enterprises will hand root cause analysis to AI agents within two years
- AI’s energy tax was already concerning. Research says AI agents are over hundred times worse